Enterprise Discovery in Informatica Developer Overview
Enterprise discovery is the process of discovering column profile statistics, data domains, primary keys, and foreign keys in a large number of data sources. You can perform enterprise discovery across multiple connections or schemas.
As an enterprise data analyst, you may want to discover important data characteristics across a large number of data sources. The requirements can include identification of relational data assets, column profile runs on the discovered data assets, discovery of critical data characteristics within the enterprise, primary keys, and candidate keys. You would also want to view the foreign key relationships that exist across the data sources so that you can derive a data model based on the discovered relationships.
Enterprise discovery finds issues, patterns, trends, and critical data characteristics within information assets in your enterprise. You can choose both data sources that you imported into the Model repository and data sources from external relational connections. The data discovery process includes discovering column profile statistics, data domain analysis, data object structures including candidate keys, and data object relationships that include foreign keys. You run enterprise discovery in the Developer tool and it performs the following tasks on each data source:
- •Run a column profile.
- •Discover data domains.
- •Infer primary keys.
After running column profiles, data domain discovery, and primary key profiles, the Developer tool runs a foreign key profile across all the data sources. After the Developer tool completes profiling and discovery tasks, it generates a consolidated results summary in both graphical and tabular formats.
You can choose an operating system profile in Informatica Developer. After you choose an operating system profile, the Data Integration Service creates and runs the enterprise discovery profiles based on the permission of the operating system user that you define in the operating system profile.