Adding Test Data to Databases During Flyway Migrations

How to add test data to a SQL Server database, during Flyway development. We use SQL Data Generator to produce some "realistic but fake" data and then SQL Data Compare to produce an INSERT script that Flyway can use to load the data into a newly-built version of the database. Read more

How to Generate Fake Test Data for SQL Server

How to use a SQL random data generator to fill SQL Server tables with realistic test data, to shift left database unit testing, integration testing and performance testing so that it is performed during the early stages of database development. Read more

Creating a Simple Development Harness with SQL Compare and SQL Data Generator

There is no single, correct approach to developing and testing your SQL batches and routines. It depends on the requirement. For simple tasks, like modifying and testing a view or stored procedure, SQL Compare and SQL Data Generator, combined, provide a useful, lightweight development harness. Read more

Pseudonymizing a Database with Realistic Data for Development Work

How to use SQL Data Generator, and PowerShell to obfuscate personal data (names), while retaining the same distribution of data, so that the test database behaves like the original. Read more

Pseudonymizing your data with SQL Data Generator

Starting from a database view, as the basis for a typical sales reports, Phil factor shows how to generate a data-masked version of this report, which the Tax Men can safely pore over. Read more

Realistic, simulated data for testing, development and prototypes

Generating realistic test data is a challenging task, made even more complex if you need to generate that data in different formats, for the different database technologies in use within your organization. Dave Poole proposes a solution that uses SQL Data Generator as a ‘data generation and translation’ tool. Read more

Generating test data in JSON files using SQL Data Generator

Phil Factor shows how to use SQL Data Generator to produce as much pseudonymized data as you are likely to need for your testing, and then convert it to JSON so that you can also use it to test your MongoDB and Azure Cosmos databases, or to test out a new web service. Read more

Basic data masking for development work using SQL Clone and SQL Data Generator

Richard Macaskill describes a lightweight copy-and-generate approach for making a sanitized database build available to development teams, using SQL Clone, SQL Change Automation and SQL Data Generator. Read more

Automatically build-and-fill multiple development databases using PowerShell and SQL Data Generator

This article offers a build-and-fill method for development databases, where each developer will subsequently want to alter the data or metadata in his or her copy of the database. Read more

How to Automatically Fill your SQL Server Test Databases with Dummy Data

A PowerShell script to automatically populate a SQL Server database with dummy data, for database development and testing work. Read more

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