BigQuery Data Transfer Service data sources
The BigQuery Data Transfer Service lets you schedule and automate data ingestion to bring data from various data sources into BigQuery.
The BigQuery Data Transfer Service supports loading data from the following data sources:
| Category | Data source |
|---|---|
| Cloud storage | Amazon Simple Storage Service (Amazon S3) |
| Cloud storage | Azure Blob Storage |
| Cloud storage | Cloud Storage |
| Databases and data warehouses | Amazon Redshift |
| Databases and data warehouses | Apache Hive Metastore |
| Databases and data warehouses | Microsoft SQL Server (Preview) |
| Databases and data warehouses | MySQL |
| Databases and data warehouses | Oracle |
| Databases and data warehouses | PostgreSQL |
| Databases and data warehouses | Snowflake |
| Databases and data warehouses | Teradata |
| Google services | Campaign Manager |
| Google services | Comparison Shopping Service (CSS) Center (Preview) |
| Google services | Display & Video 360 |
| Google services | Google Ad Manager |
| Google services | Google Ads |
| Google services | Google Analytics 4 |
| Google services | Google Merchant Center (Preview) |
| Google services | Google Play |
| Google services | Search Ads 360 |
| Google services | YouTube Channel |
| Google services | YouTube Content Owner |
| Marketing platforms | Facebook Ads |
| Marketing platforms | HubSpot (Preview) |
| Marketing platforms | Klaviyo (Preview) |
| Marketing platforms | Mailchimp (Preview) |
| Payment platforms | PayPal (Preview) |
| Payment platforms | Shopify (Preview) |
| Payment platforms | Stripe (Preview) |
| SaaS platforms | Salesforce |
| SaaS platforms | Salesforce Marketing Cloud |
| SaaS platforms | ServiceNow |
Troubleshoot transfer configurations
For information about resolving issues with BigQuery Data Transfer Service, see Troubleshoot transfer configurations.
What's next
- To learn more about the BigQuery Data Transfer Service, see What is BigQuery Data Transfer Service?
- To learn about other ways you can ingest data into BigQuery, such as using extract, load, and transform (ELT) workflows, see Introduction to loading data.