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Get the Report →Automated Continuous Invoiced Replication to Google BigQuery
Use CData Sync for automated, continuous, customizable Invoiced replication to Google BigQuery.
Always-on applications rely on automatic failover capabilities and real-time data access. CData Sync integrates live Invoiced data into your Google BigQuery instance, allowing you to consolidate all of your data into a single location for archiving, reporting, analytics, machine learning, artificial intelligence and more.
Configure Google BigQuery as a Replication Destination
Using CData Sync, you can replicate Invoiced data to Google BigQuery. To add a replication destination, navigate to the Connections tab.
- Click Add Connection.
- Select Google BigQuery as a destination.
Enter the necessary connection properties. To connect to Google BigQuery, use OAuth authentication:
Authenticate with a User Account
In this OAuth flow, you can connect without setting any connection properties for your user credentials.
- Click Connect, and CData Sync opens the Google BigQuery OAuth endpoint.
- Log in and grant permissions to CData Sync.
- CData Sync then completes the OAuth process.
Authenticate with a Service Account
Service accounts have silent authentication, without user authentication in the browser. You can also use a service account to delegate enterprise-wide access scopes to CData Sync.
You need to create an OAuth application in this flow. See Creating a Custom OAuth App in the Getting Started section to create and authorize an app. You can then connect to Google BigQuery data that the service account has permission to access.
After setting the following connection properties, you are ready to connect:
- OAuthClientId: Set this to the Client ID in your app settings.
- OAuthClientSecret: Set this to the Client Secret in your app settings.
- OAuthJWTCertType: Set this to "PEMKEY_FILE".
- OAuthJWTCert: Set this to the path to the .pem file you generated.
- OAuthJWTCertPassword: Set this to the password of the .pem file.
- OAuthJWTCertSubject: Set this to "*" to pick the first certificate in the certificate store.
- OAuthJWTSubject: Set this to the email address of the user for whom the application is requesting delegate access. Note that delegate access must be granted by an administrator.
- DatasetId: Set this to the ID of the dataset you want to connect to.
- ProjectId: Set this to the ID of the project you want to connect to.
- Click Test Connection to ensure that the connection is configured properly.
- Click Save Changes.
Configure the Invoiced Connection
You can configure a connection to Invoiced from the Connections tab. To add a connection to your Invoiced account, navigate to the Connections tab.
- Click Add Connection.
- Select a source (Invoiced).
- Configure the connection properties.
Start by setting the Profile connection property to the location of the Invoiced Profile on disk (e.g. C:\profiles\Invoiced.apip). Next, set the ProfileSettings connection property to the connection string for Invoiced (see below).
Invoiced API Profile Settings
In order to authenticate to Invoiced, you'll need to provide your API Key. An API key can be obtained by signing in to your account, and then going to Settings > Developers > API Keys. Set the API Key in the ProfileSettings property to connect.
- Click Connect to ensure that the connection is configured properly.
- 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.
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.
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.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.
Once you have configured the replication job, click Save Changes. You can configure any number of jobs to manage the replication of your Invoiced data to Google BigQuery.