Connecting to a new data source - Amazon SageMaker Unified Studio
Domain and project VPC configurationSSL connection

Connecting to a new data source

Domain and project VPC configuration

Data sources Amazon DocumentDB, Amazon Redshift, Aurora MySQL, Aurora PostgreSQL, Azure SQL, PostgreSQL, Oracle, Microsoft SQL Server require your project to be configured with a VPC Step 1, Step 2. You might need to contact administrator to complete that configuration.

To connect to a new data source

  1. In the navigation pane, choose Connections.

  2. Choose Create connection.

  3. Select the connection type in the gallery that opens.

  4. For Name enter a descriptive name for your connection.

  5. Configure the connection parameters based on your selected connection type.

    1. You can select SSL connection for supported data sources.

  6. Configure the authentication details. You can either enter Username and Password directly in the connection details, or use a secret in AWS Secrets Manager that stores the credentials. You might need to contact your administrator to create a new secret for the connection.

  7. Choose Create connection.

  8. If all validations pass, a new connection will be created.

Your connection will appear under Data section in the navigation pane. In that section, select Connections to see the list of all available connections. From there you can see connection details such as Name, Connection type, and Authorization mode. You can also check the connection status.

SSL connection

You can configure SSL connection for Amazon DocumentDB, Amazon Redshift, Aurora MySQL, Aurora PostgreSQL, Azure SQL, Microsoft SQL Server, MySQL, Oracle, and PostgreSQL connection types.

SSL connection enables encrypted communication between Amazon SageMaker Unified Studio and your data source. When enabled, all data transmitted between your notebooks and the database is encrypted using SSL/TLS protocols, protecting sensitive information in transit. This setting is recommended for production environments and required when connecting to databases that enforce SSL connections.

To enable SSL connection select Enforce SSL checkbox when configuring connection properties.

Note

Enabling SSL may slightly increase connection latency due to the encryption overhead.