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The RandomTitleMale transformer is developed to populate specified database columns with random male titles. This tool is essential for applications that require the simulation of user profiles, testing gender-specific features, or anonymizing user data in datasets.


Name Description Default Required Supported DB types
column The name of the column to be affected Yes text, varchar
keep_null Indicates whether NULL values should be preserved false No -


The RandomTitleMale transformer utilizes a predefined list of male titles (e. g., Mr., Dr., Prof.) to inject random male titles into the designated database column. This feature allows for the creation of diverse and realistic user profiles by simulating a variety of male titles without using real user data.

Example: Populate random male titles for the user_profile table

This example outlines configuring the RandomTitleMale transformer to populate the title column in a user_profiles table with random male titles. It is a straightforward method for simulating a variety of user profiles with male titles.

RandomTitleMale transformer example
- schema: "public"
  name: "user_profiles"
    - name: "RandomTitleMale"
        column: "title"
        keep_null: false

In this configuration, the title column will be updated with random male titles for each user profile entry, replacing any existing non-NULL values. If the keep_null parameter is set to true, existing NULL values in the column will be preserved, ensuring the integrity of records where title information is not applicable or provided.