Simpler Enterprise Test Data Management using Database Instance Provisioning

Business applications are rarely self-contained, often depending on multiple interconnected databases, each playing a vital role in the functioning of the system. How can we create, refresh, and maintain test data for these complex database systems, and still support dedicated databases and test-driven development processes? This article explains how database instance provisioning helps meet this challenge. Read more

Redgate Test Data Manager: A Guide for the DevOps Manager

Redgate Test Data Manager will prepare, manage and deliver the test data required to support the full range of development and test activities for any database project. It allows for extensive and automated testing that leads to reliable, online deployment of database changes. Read more

Managing Test Datasets for a Database: What’s Required?

The management of datasets is intrinsic to effective team-based database development. This article reviews what's required of test datasets in database development and then proposes a system of managing them in a migration-based approach that adopts a common standard for their storage, using JSON. Read more

Planning a Database Testing Strategy for Flyway

With Flyway, you can adopt a test-driven development strategy that will allow you to test and evaluate databases, and database objects, at every phase of the database development lifecycle. The further down the delivery pipeline that bugs appear, the more costly in time and resources they are to fix. This approach will allow you to catch many of them before the database change even gets committed to version control, making a continuous delivery process much easier to adopt and sustain. Read more

Better Database Development: The Role of Test Data Management

Any organization that aims for reliable, online deployment of database changes needs a Test Data Management (TDM) strategy that allows developers to test the database early, thoroughly, and repeatedly, with the right test data. The benefits include more resilient database deployments, fewer bugs, and shorter lead time for changes. Read more

A Test Data Management Strategy for Database Migrations

This article will help you understand the steps to better test data management, when using a migrations-based approach to database development and deployment. It explains the different types of data required and why, the need for separation of DDL and DML code, and the most efficient way to create, load and switch between the different required data sets. Read more

Testing Databases: What’s Required?

An overview of the challenges of database testing and test data management, reviewing the different types of database test that need to run during development work, what sort of test data they require, and how to manage all the required data sets, during development, in a way that allows rapid cycles of parallel testing. Read more

Managing Datasets for Database Development Work using Flyway

A cross-RDBMS way of exporting, deleting and inserting data, for database development work. It is a PowerShell automation technique for Flyway that uses JSON files for data storage. It should help a team maintain datasets between database versions, as well as to switch between the datasets required to support different types of testing. Read more

Dealing with Database Data and Metadata in Flyway Developments

Before you get very far with database development and testing, you need to be clear about your strategy for handling data. In this article I'll explain some of these issues in general terms, and then demonstrate how you can navigate these problems easily with Flyway. Read more

Bulk Loading Data via a PowerShell Script in Flyway

The test data management strategy for any RDBMS needs to include a fast, automated way of allowing developers to "build-and-fill" multiple copies of any version of the database, for ad-hoc or automated testing. The technique presented in this article uses a baseline migration script to create the empty database at the required version, which then triggers a PowerShell callback script that bulk loads in the right version of the data. Read more

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