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

Data Masking in Principle

This is the first of two articles to describe the principles and practicalities of masking data in databases. It explains why an organization sometimes needs masked data, the various forms of masked data we can use, the sort of data that needs to be masked, and the potential pitfalls. Read more

Data Masking in Practice

This article takes a strategic look at common data masking and anonymization techniques, and the challenges inherent in protecting certain types of sensitive and personal data, while ensuring that it still looks like the real data, and retains its referential integrity, and distribution characteristics. It also explains, briefly, with references, the tools that one can use to mask different types of data and how to provision development and test machines with these 'de-sensitized' databases, or alternatively to produce fake data that looks like the real thing, but in fact is generated randomly. Read more

The Flyway Info Command Explained Simply

If you need the current version of your Flyway database, and a history of the changes that were applied to build that version, then the info command is the place to go. It allows you to review applied and pending migrations, track migration status, and troubleshoot any issues that may have occurred during the migration process. 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

Database Monitoring for Developers

Database monitoring is an essential part of database development and testing because it will reveal problems early and allow you to drill down to the root cause, as well as look for any worrying trends in behavior of the database, when under load. If you are delaying doing this until a database is in production, you're doing it wrong. Read more

The Journey to Team-based Development with Flyway

This article explains why Flyway is fundamentally well-suited to the task of bringing control and automation to database development work and then the features of Flyway Teams edition that become necessary when a team of developers need to work concurrently on a database. Read more

Database Branching and Merging without the Tears

Armed with a schema comparison engine and an object-level directory of the source for every recent version of the database, you'll be able to remove a lot of the uncertainty around merging database changes back into development. Read more

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