Automated Continuous Linear Replication to Local Delimited Files

Jerod Johnson
Jerod Johnson
Director, Technology Evangelism
Use CData Sync for automated, continuous, customizable Linear replication to delimited files (CSV/TSV).

Always-on applications rely on automatic failover capabilities and real-time data access. CData Sync integrates live Linear data into local delimited files (CSV/TSV), allowing you to consolidate all of your data into a single location for archiving, reporting, analytics, machine learning, artificial intelligence and more.

Configure CSV/TSV as a Replication Destination

Using CData Sync, you can replicate Linear data to delimited files, like CSV or TSV. To add a replication destination, navigate to the Connections tab.

  1. Click Add Connection.
  2. Select CSV as a destination. Configure a Destination connection to CSV.
  3. Enter the necessary connection properties. To connect to a directory for storing delimited files, set the following:
    • Destination Folder: Set this location on the disk for the delimited files.
    • Include Column Headers: Set this to True for the first row in each file to represent the column names.
  4. Click Test Connection to ensure that the connection is configured properly. Configure a Destination connection.
  5. Click Save Changes.

Configure the Linear Connection

You can configure a connection to Linear from the Connections tab. To add a connection to your Linear account, navigate to the Connections tab.

  1. Click Add Connection.
  2. Select a source (Linear).
  3. Configure the connection properties.

    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.

    Configuring a Source connection (Salesforce is shown).
  4. Click Connect to ensure that the connection is configured properly.
  5. Click Save Changes.

Configure Replication Queries

CData Sync enables you to control replication with a point-and-click interface and with SQL queries. For each replication you wish to configure, navigate to the Jobs tab and click Add Job. Select the Source and Destination for your replication.

Select Source and Destination connections for the replication.

Replicate Entire Tables

To replicate an entire table, click Add Tables in the Tables section, choose the table(s) you wish to replicate, and click Add Selected Tables.

Choose entire tables to replicate (Salesforce is shown).

Customize Your Replication

You can use the Columns and Query tabs of a task to customize your replication. The Columns tab allows you to specify which columns to replicate, rename the columns at the destination, and even perform operations on the source data before replicating. The Query tab allows you to add filters, grouping, and sorting to the replication.

Configure a replication Transform.

Schedule Your Replication

In the Schedule section, you can schedule a job to run automatically, configuring the job to run after specified intervals ranging from once every 10 minutes to once every month.

Schedule your job to run automatically.

Once you have configured the replication job, click Save Changes. You can configure any number of jobs to manage the replication of your Linear data to delimited files.

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