DbSchema Database Designer

DbSchema | How to Generate Random Data in PostgreSQL

When developing an application, if you want to test it right an empty database is not very useful. To make sure that everything is working
you have to generate tests that are very close to real life situations. That means populating the database with meaningful and
statistically correct data.

Writing complex data generators is time consuming. That’s why DbSchema integrates a smart Data Generator that can be easily used to
populate PostgreSQL databases with random data.

The Data Generator can generate dedicated patterns for numbers, date, booleans etc. that start with a keyword like int, short, sequence
etc. Any other pattern that doesn’t start with one of those keywords will be interpreted as Reverse Regular Expression.

Let’s see how easy it is to generate random data in PostgreSQL databases.

To open the data generator, just right click on the table and choose Data Generator from the menu. If you want to generate data in
more than one table, drag the tables in a new layout and right click on an empty space.

open data generator

When the data generator dialog opens, DbSchema automatically attributes some data patterns based on the columns’ name and data type. From here
you can edit the columns that have a pen icon near the name (Generator, Nulls, Seed).

data generator dialog

  • Nulls represent the percentage of null cells you want to apply to the table;
  • Seed two columns with the same positive seed will generate the same sequence of values;
  • Generator is the data patterns. To edit, double-click on the pattern. This will open a new pattern editor:

pattern editor

From here you can write your own pattern or choose from the repository.

pattern repository

After everything is set, click on the To Generator button and you’re almost done.

data generator

f you have more than one table in the generator, from here you can exclude some of them or add more. Also, you can preview how the data will
look in the table by pressing the Sample Data button.

After you click on Generate, the message All Done will show in the Message column. If there are any errors, they will also appear
in that column.

To verify the data, exit the generator and click on the tables’ header while pressing SHIFT + CTRL. This will open a quick-view.

quick view

This is how you can generate meaningful data in your PostgreSQL database in less than 5 minutes.

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DbSchema Features

DbSchema → Your Trusted Partner in Database Design

Simplify complex database workflows and improve productivity with DbSchema's advanced design and management tools

Visual Design & Modeling
Visual Design & Schema Layout

➤ Create and manage your database schema visually through a user-friendly graphical interface.

➤ Easily arrange tables, columns, and foreign keys to simplify complex database structures, ensuring clarity and accessibility.

GIT & Collaboration
Version Control & Collaboration

➤ Manage schema changes through version control with built-in Git integration, ensuring every update is tracked and backed up.

➤ Collaborate efficiently with your team to maintain data integrity and streamline your workflow for accurate, consistent results.

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Relational Data & Query Builder

➤ Seamlessly navigate and visually explore your database, inspecting tables and their relationships.

➤ Build complex SQL queries using an intuitive drag-and-drop interface, providing instant results for quick, actionable insights.

Interactive Documentation & Reporting
HTML5 Documentation & Reporting

➤ Generate HTML5 documentation that provides an interactive view of your database schema.

➤ Include comments for columns, use tags for better organization, and create visually reports.