Informatica Developer Profiles Overview
Create and run profiles in Informatica Developer to discover data quality issues in a data set and understand the column relationships in a data set.
You can create profiles for the following types of data analysis:
- •Column profiling
- •Primary key discovery
- •Functional dependency discovery
- •Foreign key discovery
- •Join analysis
- •Overlap discovery
- •Data domain discovery
- •Enterprise discovery
You create profiles in the Developer tool through a wizard. The profile creation wizard gives you Profile, Multiple Profiles, and Enterprise Discovery Profile options to create profiles.
Profile
Create a profile for a single data object. For a single profile, you define filters, rules, and drill-down options for column profiling. You can also choose advanced options to create a column profile, primary key profile, functional dependency profile, and for data domain discovery. The results display column profile, primary key inference, functional dependency, and data domain inference.
Multiple Profiles
Create a set of profiles for multiple objects. The Developer tool creates a profile for each object and runs the profiles concurrently. When you create multiple profiles at one time, you cannot analyze data across objects.
Enterprise Discovery Profile
Build a data model from multiple data objects and create a profile that analyzes data across the objects. Create an enterprise discovery profile and add physical data objects to it that you want to profile together. You can create a data object profile, foreign key profile, and join profile. For each data object in the enterprise discovery profile, you can configure general properties, columns to profile, keys, and relationships. You can discover overlapping data in a data source or mutiple data sources.
You can also run enterprise discovery that creates and runs data discovery tasks, such as column profile, data domain discovery, primary key profile, and foreign key profile. Enterprise discovery runs on a large number of data sources across multiple connections.
The following table lists the operations that you can perform with each profile type:
Profile Option | Profile Operations |
---|
Profile | - - Run a column profile on a single data set.
- - Find primary keys.
- - Find functional dependencies.
- - Identify data domains
|
Multiple Profiles | Create and run column profiles on multiple objects at the same time. |
Enterprise Discovery Profile | - - Run a column profile on a single data set.
- - Find primary keys.
- - Find foreign keys.
- - Find functional dependencies.
- - Perform join analysis.
- - Discover overlap between two columns.
- - Run enterprise discovery.
|