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Get the Report →Automated Continuous Salesforce Replication to Google BigQuery
Use CData Sync for automated, continuous, customizable Salesforce replication to Google BigQuery.
Always-on applications rely on automatic failover capabilities and real-time data access. CData Sync integrates live Salesforce 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.
About Salesforce Data Integration
Accessing and integrating live data from Salesforce has never been easier with CData. Customers rely on CData connectivity to:
- Access to custom entities and fields means Salesforce users get access to all of Salesforce.
- Create atomic and batch update operations.
- Read, write, update, and delete their Salesforce data.
- Leverage the latest Salesforce features and functionalities with support for SOAP API versions 30.0.
- See improved performance based on SOQL support to push complex queries down to Salesforce servers.
- Use SQL stored procedures to perform actions like creating, retrieving, aborting, and deleting jobs, uploading and downloading attachments and documents, and more.
Users frequently integrate Salesforce data with:
- other ERPs, marketing automation, HCMs, and more.
- preferred data tools like Power BI, Tableau, Looker, and more.
- databases and data warehouses.
For more information on how CData solutions work with Salesforce, check out our Salesforce integration page.
Getting Started
Configure Google BigQuery as a Replication Destination
Using CData Sync, you can replicate Salesforce 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 Salesforce Connection
You can configure a connection to Salesforce from the Connections tab. To add a connection to your Salesforce account, navigate to the Connections tab.
- Click Add Connection.
- Select a source (Salesforce).
- Configure the connection properties.
There are several authentication methods available for connecting to Salesforce: Login, OAuth, and SSO. The Login method requires you to have the username, password, and security token of the user.
If you do not have access to the username and password or do not wish to require them, you can use OAuth authentication.
SSO (single sign-on) can be used by setting the SSOProperties, SSOLoginUrl, and TokenUrl connection properties, which allow you to authenticate to an identity provider. See the "Getting Started" chapter in the help documentation for more information.
- 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 Salesforce data to Google BigQuery.