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Datastream

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Overview Guides Reference Resources

Technology areas
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- Overview
- Guides
- Reference
- Resources
Cross-product tools
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Console

Discover
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
- Run a stream
- View a stream
- Modify a stream
- Recover a stream
- Manage backfill for the objects of a stream
- Monitor a stream
- Delete a stream
Connection profiles
Connectivity configurations
Manage your resources using Knowledge Catalog
Secure
Use customer-managed encryption keys (CMEK)
Use Secret Manager to store sensitive information
Access control with tags
Create custom organization policy constraints
Develop
Unified type mappings
Use the Datastream MCP server
Use Datastream APIs
Manage tags using the API
Manage private connectivity configurations using the API
Manage connection profiles using the API
Manage streams using the API
Troubleshoot
Troubleshoot a stream
Diagnose issues

AI and ML
Application development
Application hosting
Compute
Data analytics and pipelines
Databases
Distributed, hybrid, and multicloud
Industry solutions
Migration
Networking
Observability and monitoring
Security
Storage

Access and resources management
Costs and usage management