Connect to Typeform Data in Airbyte ELT Pipelines

Dibyendu Datta
Dibyendu Datta
Lead Technology Evangelist
Use CData Connect AI to build ELT pipelines for Typeform data in Airbyte.

Airbyte empowers users to load your data into any data warehouse, data lake, or database. When combined with CData Connect AI, Airbyte users can create Extract, Load, Transform (ELT) pipelines directly from live Typeform data. This article illustrates the process of connecting to Typeform through Connect AI and constructing ELT pipelines for Typeform data within Airbyte.

CData Connect AI offers a dedicated SQL Server interface for Typeform, facilitating data querying without the need for data replication to a native database. With built-in optimized data processing capabilities, CData Connect AI efficiently directs all supported SQL operations, including filters and JOINs, straight to Typeform. This harnesses server-side processing to swiftly retrieve the desired Typeform data.

Configure Typeform Connectivity for Airbyte

Connectivity to Typeform from Airbyte is made possible through CData Connect AI. To work with Typeform data from Airbyte, we start by creating and configuring a Typeform connection.

  1. Log into Connect AI, click Sources, and then click Add Connection
    2. Adding a Connection
  2. Select "Typeform" from the Add Connection panel
    3. Selecting a data source
  3. Enter the necessary authentication properties to connect to Typeform.

    Start by setting the Profile connection property to the location of the TypeForm Profile on disk (e.g. C:\profiles\TypeForm.apip). Next, set the ProfileSettings connection property to the connection string for TypeForm (see below).

    TypeForm API Profile Settings

    Authentication to TypeForm uses the OAuth standard.

    To authenticate to TypeForm, you must first register and configure an OAuth application with TypeForm here: https://admin.typeform.com/account#/section/tokens. Your app will be assigned a client ID and a client secret which can be set in the connection string. More information on setting up an OAuth application can be found at https://developer.typeform.com/get-started/.

    Note that there are several different use scenarios which all require different redirect URIs:

    • CData Desktop Applications: CData desktop applications (Sync, API Server, ArcESB) accept OAuth tokens at /src/oauthCallback.rst. The host and port is the same as the default port used by the application. For example, if you use http://localhost:8019/ to access CData Sync then the redirect URI will be http://localhost:8019/src/oauthCallback.rst.
    • CData Cloud Applications: CData cloud applications are similar to their desktop counterparts. If you access Connect AI at https://1.2.3.4/ then you should use the redirect https://1.2.3.4/src/oauthCallback.rst.
    • Desktop Application: When using a desktop application, the URI https://localhost:33333 is recommended.
    • Web Application: When developing a web application using the driver, use your own URI here such as https://my-website.com/oauth.

    After setting the following connection properties, you are ready to connect:

    • AuthScheme: Set this to OAuth.
    • InitiateOAuth: Set this to GETANDREFRESH. You can use InitiateOAuth to manage the process to obtain the OAuthAccessToken.
    • OAuthClientId: Set this to the Client Id that is specified in your app settings.
    • OAuthClientSecret: Set this to Client Secret that is specified in your app settings.
    • CallbackURL: Set this to the Redirect URI you specified in your app settings.
    Configuring a connection (Salesforce is shown)
  4. Click Save & Test
  5. Navigate to the Permissions tab in the Add Typeform Connection page and update the User-based permissions. Updating permissions

Add a Personal Access Token

When connecting to Connect AI through the REST API, the OData API, or the Virtual SQL Server, a Personal Access Token (PAT) is used to authenticate the connection to Connect AI. It is best practice to create a separate PAT for each service to maintain granularity of access.

  1. Click on the Gear icon () at the top right of the Connect AI app to open the settings page.
  2. On the Settings page, go to the Access Tokens section and click Create PAT.
  3. Give the PAT a name and click Create. Creating a new PAT
  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 and a PAT generated, you are ready to connect to Typeform data from Airbyte.

Connect to Typeform from Airbyte

To establish a connection from Airbyte to CData Connect AI, follow these steps.

  1. Log in to your Airbyte account Logging into Airbyte
  2. On the left panel, click Sources, then Add New Source
    • Set Source Type to MSSQL Server to connect the TDS endpoint
    • Set Source Name
    • Set Host URL to tds.cdata.com
    • Set Port to 14333
    • Set Database to the name of the connection you previously configured, e.g. API1.
    • Set Username to your Connect AI username
    • Set SSL Method to Encrypted (trust server certificate), leave the Replication Method as standard, and set SSH Tunnel Method to No Tunnel
    • (Optional) Set Schema to anything you want to apply to the source
    • Set Password to your Connect AI PAT
    • (Optional) Enter any needed JBDC URL Params
  3. Click Test and Save to create the data source.
Configuring the connection to Connect AI

Create ELT Pipelines for Typeform Data

To connect Typeform data with a new destination, click Sources and then Set Up Connection to connect to your destination. Select the source created above and your desired destination, then allow Airbyte to process. When it is done, your connection is ready for use.

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