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The RandomFirstNameFemale transformer is designed to populate specified database columns with random female first names. This tool is crucial for applications requiring the simulation of user profiles, testing gender-specific features, or anonymizing user data in datasets while focusing on female names.


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 RandomFirstNameFemale transformer utilizes a comprehensive list of female first names to inject random female first names into the designated database column. This feature allows for the creation of diverse and realistic user profiles with a focus on female names without using real user data.

Example: Populate random female first names for the user_profiles table

This example demonstrates configuring the RandomFirstNameFemale transformer to populate the first_name column in the user_profiles table with random female first names. It is an effective method for simulating a variety of user profiles with diverse female first names.

RandomFirstNameFemale transformer example
- schema: "public"
  name: "user_profiles"
    - name: "RandomFirstNameFemale"
        column: "first_name"
        keep_null: false

In this configuration, the first_name column will be updated with random female first names 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 female first name information is not applicable or provided.