Overview of Data Sources

Data sources are prototype tables and data tables that reside in the SAS Metadata Repository and are used by SAS Model Manager. You can view all registered data sources in SAS Model Manager by clicking the Data Sources perspective Data Sources button button.
You can use prototype tables to import the input and output variables that SAS Model Manager uses to define projects. SAS Model Manager does not use any data in a prototype table except for the variable definitions. Data tables contain the data that you use to train or validate models, test models, and create reports that monitor the performance of a champion model in production.
The following tables are prototype tables:
  • project input tables
  • project output tables
If you use prototype tables to define project input and output variables, the tables must be registered as data sources in SAS Management Console before you create a project.
Note: An alternative to using prototype tables to define the project input and output variables is to copy the variables from the champion model when you declare a default version or to modify the project definition. For more information, see The Default Version for a Project and Modify Project Definition.
Use the following data tables to train or validate models, test models, and create monitoring reports:
  • scoring task input tables
  • scoring task output tables
  • train tables
  • test tables
  • performance tables
The scoring task input table and the scoring task output table must be registered as data sources before you create a scoring task.
Tables can be registered only by a user who has Write access to the SAS Metadata Repository. After you create a table, it must be registered in the SAS Metadata Repository using SAS Management Console.
After tables are registered in the SAS Metadata Repository, you can view them through the SAS Model Manager Data Sources perspective.
Data Sources View
For information about registering data sources, see the SAS Model Manager: Administrator's Guide.