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Datastream

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Product overview
Key concepts and features
FAQ
Get started
Quickstart: Replicate data to BigQuery in real time with Datastream
Quickstart: Stream changes to data in real time with Datastream
Implement Datastream and Dataflow for analytics
Configure
Configure sources
- Overview
- Database sources
  - MySQL
    Overview of MySQL as a source
    
    Configure a source MySQL database
    Configuration overview
    Amazon RDS MySQL database
    Amazon Aurora MySQL database
    Cloud SQL for MySQL
    Self-managed MySQL database
  - Oracle
    Overview of Oracle as a source
    
    Configure a source Oracle database
    Configuration overview
    Amazon RDS Oracle database
    Self-managed Oracle database
    Pluggable Oracle database
    Work with Oracle database redo log files
  - PostgreSQL
    Overview of PostgreSQL as a source
    
    Configure a source PostgreSQL database
    Configuration overview
    AlloyDB for PostgreSQL database
    Amazon Aurora PostgreSQL database
    Amazon RDS PostgreSQL database
    Cloud SQL for PostgreSQL database
    Self-managed PostgreSQL database
    Work with PostgreSQL partitioned tables
    Work with PostgreSQL database WAL log files
  - SQL Server
    Overview of SQL Server as a source
    
    Configure a source SQL Server database
    Configuration overview
    Self-managed SQL Server database
    Amazon RDS SQL Server database
    Azure SQL Database
    Cloud SQL for SQL Server database
    Work with Always On availability groups
  - MongoDB
    Overview of MongoDB as a source
    
    Configure a source MongoDB database
    Configuration overview
    
    MongoDB Atlas instance
    Configure MongoDB Atlas using IP allowlists
    Configure MongoDB Atlas using Private Service Connect
    Configure MongoDB Atlas using VPC peering
    Self-managed MongoDB database
    Amazon DocumentDB database
  - Spanner
    Overview of Spanner as a source
    Configure a source Spanner database
- Application sources
  - Salesforce
    Overview of Salesforce as a source
    Configure a source Salesforce org
  - Salesforce Marketing Cloud
    Overview of Salesforce Marketing Cloud as a source
    Configure a Salesforce Marketing Cloud instance
  - Microsoft Dataverse
    Overview of Microsoft Dataverse as a source
    Configure a source Microsoft Dataverse environment
  - ServiceNow
    Overview of ServiceNow as a source
    Configure a source ServiceNow instance
  - Workday
    Overview of Workday as a source
    Configure a source Workday instance
Configure destinations
- Overview
- BigQuery
- Cloud Storage
  - Configure a Cloud Storage destination
- Apache Iceberg tables
  - Configure an Apache Iceberg destination
Create and manage
Streams
- Stream lifecycle
- Stream concurrency controls
- Events and streams
- Create a stream
- Create a stream using the automated flow
  - Create a CloudSQL stream