Linear Reporting and Star Schemas in OBIEE

Jerod Johnson
Jerod Johnson
Director, Technology Evangelism
Create a star schema that shows perspectives on Linear facts in real time.

The CData ODBC Driver for Linear is a standard database driver that can integrate real-time access to Linear data into your data warehouse or directly into your reporting tool. This article shows how to bypass the data warehouse and import operational Linear data into Oracle Business Intelligence Enterprise Edition (OBIEE).

See the knowledge base for ODBC integrations with ETL tools like Informatica PowerCenter. For an ETL solution into Oracle Warehouse Builder, use the driver with the Oracle ODBC Gateway to Access Linear Data as a Remote Oracle Database.

Connect to Linear as an ODBC Data Source

If you have not already, first specify connection properties in an ODBC DSN (data source name). This is the last step of the driver installation. You can use the Microsoft ODBC Data Source Administrator to create and configure ODBC DSNs.

You can authenticate to Linear with a personal API key or with OAuth 2.0. The API key is the simplest option for connecting with your own Linear account.

Authenticating with an API Key

Set the following connection properties:

  • AuthScheme: Set this to APIKey.
  • APIKey: A Linear personal API key.

To create a personal API key, log in to Linear, open Settings > Security & access > Personal API keys, select New API key, and create it. Copy the key immediately, because Linear shows it only once.

Authenticating with OAuth

OAuth requires a custom OAuth application registered in Linear (Settings > API > OAuth applications), which provides the OAuthClientId and OAuthClientSecret. Two flows are supported:

  • Authorization code: Set AuthScheme to OAuth, InitiateOAuth to GETANDREFRESH, and provide OAuthClientId, OAuthClientSecret, and the CallbackURL defined in your application (e.g., http://localhost:33333). The driver opens Linear in your browser so you can grant access.
  • Client credentials: Set AuthScheme to OAuthClient and provide OAuthClientId and OAuthClientSecret. This authenticates the application itself, with no browser interaction, and suits machine-to-machine integrations.

By default, the driver requests the read,write scopes. The driver refreshes the access token automatically when it expires.

When you configure the DSN, you may also want to set the Max Rows connection property. This will limit the number of rows returned, which is especially helpful for improving performance when designing reports and visualizations.

Import Linear Metadata

Follow the steps below to use the OBIEE Client Tools to import Linear metadata into an OBIEE repository. You can then integrate Linear data into your business models.

  1. Open the Administration Tool and click File -> New Repository.

  2. In the Connection Type menu, select ODBC 3.5 and select the CData DSN.
  3. Select the metadata types you want to import under the Relational Sources option and then select Linear tables. Tables to be imported into the repository. (Salesforce is shown.)
You can now create star schemas based on Linear tables: Fact and dimension tables. (Salesforce is shown.)

Ready to get started?

Download a free trial of the Linear ODBC Driver to get started:

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The Linear ODBC Driver is a powerful tool that allows you to connect with live data from Linear, directly from any applications that support ODBC connectivity.

Access Linear data like you would a database - read Linear AgentSession, Comment, Customer, Cycle, Initiative, Integration, Issue, ProjectStatus, Release, Team, User, etc. through a standard ODBC Driver interface.