Stripe Connector for Azure Data Factory (Pipeline) This connector support read/write operations for Stripe APIs In this article you will learn how to quickly and efficiently integrate Stripe data in Azure Data Factory (Pipeline) without coding. We will use high-performance Stripe Connector to easily connect to Stripe and then access the data inside Azure Data Factory (Pipeline). Let's follow the steps below to see how we can accomplish that! Download Documentation Stripe Connector for Azure Data Factory (Pipeline) is based on ZappySys API Driver which is part of ODBC PowerPack. It is a collection of high-performance ODBC drivers that enable you to integrate data in SQL Server, SSIS, a programming language, or any other ODBC-compatible application. ODBC PowerPack supports various file formats, sources and destinations, including REST/SOAP API, SFTP/FTP, storage services, and plain files, to mention a few.

Connect to Stripe in other apps Connect to Stripe in SSIS Connect to Stripe in SQL Server Connect to Stripe in Power BI Connect to Stripe in SSRS Connect to Stripe in Informatica Connect to Stripe in MS Access Connect to Stripe in MS Excel Connect to Stripe in SSAS Connect to Stripe in C# Connect to Stripe in Python Connect to Stripe in JAVA Connect to Stripe in Tableau Connect to Stripe in SAP Crystal Reports Connect to Stripe in Azure Data Factory (SSIS) Connect to Stripe in Talend Studio Connect to Stripe in UiPath Connect to Stripe in PowerShell Connect to Stripe in ODBC

Create ODBC Data Source (DSN) based on ZappySys API Driver

Step-by-step instructions

To get data from Stripe using Azure Data Factory (Pipeline) we first need to create a DSN (Data Source) which will access data from Stripe. We will later be able to read data using Azure Data Factory (Pipeline). Perform these steps:

1. Download and install ODBC PowerPack.

2. Open ODBC Data Sources (x64):

   

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

   ZappySys API Driver

   
   • Create and use User DSN if the client application is run under a User Account. This is an ideal option in design-time, when developing a solution, e.g. in Visual Studio 2019. Use it for both type of applications - 64-bit and 32-bit.
   • Create and use System DSN if the client application is launched under a System Account, e.g. as a Windows Service. Usually, this is an ideal option to use in a production environment. Use ODBC Data Source Administrator (32-bit), instead of 64-bit version, if Windows Service is a 32-bit application.
   Azure Data Factory (Pipeline) uses a Service Account, when a solution is deployed to production environment, therefore for production environment you have to create and use a System DSN.

4. When the Configuration window appears give your data source a name if you haven't done that already, then select "Stripe" from the list of Popular Connectors. If "Stripe" 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:

   StripeDSN

   Stripe

   

5. Now it's time to configure the Connection Manager. Select Authentication Type, e.g. Token Authentication. Then select API Base URL (in most cases, the default one is the right one). More info is available in the Authentication section.

    Stripe [Http]

   Steps how to get and use Stripe credentials : Stripe [Http]
   

   1. Login into your Stripe account
   2. Go to https://dashboard.stripe.com/apikeys.
   3. Then create a Secret key.
   4. In the parameter 'Token' fill in newly created key.

   Fill in all required parameters and set optional parameters if needed:

   StripeDSN

   Stripe

   Stripe [Http]

   https://api.stripe.com/v1

   Required Parameters
   Token	Fill-in the parameter...
   Optional Parameters
   RetryMode	RetryWhenStatusCodeMatch
   RetryStatusCodeList	429
   RetryCountMax	5
   RetryMultiplyWaitTime	True

   

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 - Stripe

   This connector support read/write operations for Stripe APIs

   StripeDSN

   

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 Azure Data Factory (Pipeline) to retrieve data from Stripe. 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 Stripe 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 Azure Data Factory (Pipeline):

   

   ZappySys API Driver - Stripe

   This connector support read/write operations for Stripe APIs

   StripeDSN

   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 Stripe 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 Stripe servers).

9. Click OK to finish creating the data source.

Video Tutorial

Read data in Azure Data Factory (ADF) from ODBC datasource (Stripe)

1. To start press New button:

   

2. Select "Azure, Self-Hosted" option:

   

3. Select "Self-Hosted" option:

   

4. Set a name, we will use "OnPremisesRuntime":

   

5. Download and install Microsoft Integration Runtime.

6. Launch Integration Runtime and copy/paste Authentication Key from Integration Runtime configuration in Azure Portal:

   

7. After finishing registering the Integration Runtime node, you should see a similar view:

   

8. Go back to Azure Portal and finish adding new Integration Runtime. You should see it was successfully added:

   

9. Go to Linked services section and create a new Linked service based on ODBC:

   

10. Select "ODBC" service:

    

11. Configure new ODBC service. Use the same DSN name we used in the previous step and copy it to Connection string box:

    StripeDSN

    DSN=StripeDSN

    

12. For created ODBC service create ODBC-based dataset:

    

13. Go to your pipeline and add Copy data connector into the flow. In Source section use OdbcDataset we created as a source dataset:

    

14. Then go to Sink section and select a destination/sink dataset. In this example we use precreated AzureBlobStorageDataset which saves data into an Azure Blob:

    

15. Finally, run the pipeline and see data being transferred from OdbcDataset to your destination dataset:

    

Actions supported by Stripe Connector

Learn how to perform common Stripe actions directly in Azure Data Factory (Pipeline) with these how-to guides:

• Create a Customer
• Create a Product
• Create an Invoice
• Create an Invoice Item
• Delete a Customer
• Delete a Draft Invoice
• Delete a Product
• Delete an Invoice Item
• Finalize an Invoice
• List All Customers
• List All Invoice Items
• List All Invoices
• List All Products
• List All Quotes
• List All Subscriptions
• List All Subscriptions Items
• Mark an Invoice As Uncollectible
• Pay an Invoice
• Retrieve a Customer
• Retrieve a single Product
• Retrieve a single Subscription
• Retrieve an Invoice
• Retrieve an Invoice Item
• Retrieve an Invoice Line Items
• Retrieve an Upcoming Invoice
• Retrieve an Upcoming Invoice Line Items
• Send an Invoice For Manual Payment
• Test Connection
• Update a Customer
• Update a Product
• Update an Invoice
• Update an Invoice Item
• Void an Invoice
• Generic Request
• Generic Request (Bulk Write)

Conclusion

In this article we showed you how to connect to Stripe in Azure Data Factory (Pipeline) and integrate data without any coding, saving you time and effort. It's worth noting that ZappySys API Driver allows you to connect not only to Stripe, but to any Java application that supports JDBC (just use a different JDBC driver and configure it appropriately).

We encourage you to download Stripe Connector for Azure Data Factory (Pipeline) and see how easy it is to use it for yourself or your team.

If you have any questions, feel free to contact ZappySys support team. You can also open a live chat immediately by clicking on the chat icon below.

Download Stripe Connector for Azure Data Factory (Pipeline) Documentation

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