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Import Zuora Data Using Azure Data Factory



Use CData Connect Cloud to connect to Zuora from Azure Data Factory and import live Zuora data.

Microsoft Azure Data Factory (ADF)) is a completely managed, serverless data integration service. When combined with CData Connect Cloud, ADF enables immediate cloud-to-cloud access to Zuora data within data flows. This article outlines the process of connecting to Zuora through Connect Cloud and accessing Zuora data within ADF.

CData Connect Cloud offers a cloud-to-cloud interface tailored for Zuora, granting you the ability to access live data from Zuora data within Azure Data Factory without the need for data replication to a natively supported database. Equipped with optimized data processing capabilities by default, CData Connect Cloud seamlessly channels all supported SQL operations, including filters and JOINs, directly to Zuora. This harnesses server-side processing to expedite the retrieval of the desired Zuora data.

Configure Zuora Connectivity for ADF

Connectivity to Zuora from Azure Data Factory is made possible through CData Connect Cloud. To work with Zuora data from Azure Data Factory, we start by creating and configuring a Zuora connection.

CData Connect Cloud uses a straightforward, point-and-click interface to connect to data sources.

  1. Log into Connect Cloud, click Connections and click Add Connection
  2. Select "Zuora" from the Add Connection panel
  3. Enter the necessary authentication properties to connect to Zuora.

    Zuora uses the OAuth standard to authenticate users. See the online Help documentation for a full OAuth authentication guide.

    Configuring Tenant property

    In order to create a valid connection with the provider you need to choose one of the Tenant values (USProduction by default) which matches your account configuration. The following is a list with the available options:

    • USProduction: Requests sent to https://rest.zuora.com.
    • USAPISandbox: Requests sent to https://rest.apisandbox.zuora.com"
    • USPerformanceTest: Requests sent to https://rest.pt1.zuora.com"
    • EUProduction: Requests sent to https://rest.eu.zuora.com"
    • EUSandbox: Requests sent to https://rest.sandbox.eu.zuora.com"

    Selecting a Zuora Service

    Two Zuora services are available: Data Query and AQuA API. By default ZuoraService is set to AQuADataExport.

    DataQuery

    The Data Query feature enables you to export data from your Zuora tenant by performing asynchronous, read-only SQL queries. We recommend to use this service for quick lightweight SQL queries.

    Limitations
    • The maximum number of input records per table after filters have been applied: 1,000,000
    • The maximum number of output records: 100,000
    • The maximum number of simultaneous queries submitted for execution per tenant: 5
    • The maximum number of queued queries submitted for execution after reaching the limitation of simultaneous queries per tenant: 10
    • The maximum processing time for each query in hours: 1
    • The maximum size of memory allocated to each query in GB: 2
    • The maximum number of indices when using Index Join, in other words, the maximum number of records being returned by the left table based on the unique value used in the WHERE clause when using Index Join: 20,000

    AQuADataExport

    AQuA API export is designed to export all the records for all the objects ( tables ). AQuA query jobs have the following limitations:

    Limitations
    • If a query in an AQuA job is executed longer than 8 hours, this job will be killed automatically.
    • The killed AQuA job can be retried three times before returned as failed.
  4. Click Create & Test
  5. Navigate to the Permissions tab in the Add Zuora Connection page and update the User-based permissions.

Add a Personal Access Token

If you are connecting from a service, application, platform, or framework that does not support OAuth authentication, you can create a Personal Access Token (PAT) to use for authentication. Best practices would dictate that you create a separate PAT for each service, to maintain granularity of access.

  1. Click on your username at the top right of the Connect Cloud app and click User Profile.
  2. On the User Profile page, scroll down to the Personal Access Tokens section and click Create PAT.
  3. Give your PAT a name and click Create.
  4. The personal access token is only visible at creation, so be sure to copy it and store it securely for future use.

With the connection configured, you are ready to connect to Zuora data from Azure Data Factory.

Access Live Zuora Data in Azure Data Factory

To establish a connection from Azure Data Factory to the CData Connect Cloud Virtual SQL Server API, follow these steps.

  1. Login to Azure Data Factory.
  2. If you have not yet created a Data Factory, Click New -> Dataset.
  3. In the search bar, enter SQL Server and select it when it appears. On the following screen, enter a name for the server. In the Linked service field, select New.
  4. Enter the connection settings.
    • Name - enter a name of your choice.
    • Server name - enter the Virtual SQL Server endpoint and port separated by a comma: tds.cdata.com,14333
    • Database name - enter the Connection Name of the CData Connect Cloud data source you want to connect to (for example, Zuora1).
    • User Name - enter your CData Connect Cloud username. This is displayed in the top-right corner of the CData Connect Cloud interface. For example, test@cdata.com.
    • Password - select Password (not Azure Key Vault) and enter the PAT you generated on the Settings page.
    • Click Create.
  5. In Set properties, set the Name, choose the Linked service we just created, select a Table name from those available, and Import schema from connection/store. Click OK.
  6. After creating the linked service, the following screen should appear:
  7. Click preview data to see the imported Zuora table.
  8. You can now use this dataset when creating data flows in Azure Data Factory.

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