Test Data Management for Database Migrations

The main reason why database deployments fail is a lack of rigorous database testing, and the main reason this task is so often avoided, or delayed, is the difficulties of creating and managing all the required test data. This article will help you understand the steps to better test data management, as part of a database emigration strategy. It explains the different types of data required and why, and the most efficient way to create, load and switch between the different required data sets. Read more

Infrequently Asked Questions About Flyway

You can have Flyway up and running in minutes if you're a solo developer managing a single database. However, as you seek to 'scale up' Flyway to accommodate more complex database systems, team-based development, and stricter quality controls, you'll need to tackle some knottier questions. Without adequate answers, tasks such as multi-database management, automation and workflow, and Continuous Integration will be difficult. Hopefully, this article will help. 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

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

Transferring Database Documentation into SQL DDL Scripts

We all love having documentation in source code, if not writing it. We just want to ensure that it gets propagated and retained so you and your team members can read it if they need to. This article demonstrates a cross-RDBMS PowerShell task that will extract the comments from a primary JSON source of database documentation and add it to a set of SQL DDL source files. Read more

Cross-RDBMS Code Quality Reports in Flyway

Before you commit your Flyway migration files, you may want to run some automated checks for style or 'code smells'. This article demonstrates how to run basic cross-RDBMS code quality checks using SQL Fluff. We analyze the results in PowerShell to produce reports and analytics on the number or types of issues found. Read more

Reviewing SQL Migration Files Before a Flyway Migration

Your finger is hovering over the 'enter' key to set off the Flyway "migrate" command, but you hesitate. There is a large stack of migration files for this project: don't all these files need to be checked first? Yes, they do, but how? This article demonstrates how, once armed with the file path locations of all the scripts, you can use PowerShell to search them for various purposes such to review them for potentially disruptive changes, or run code quality checks, or to verify documentation standards. Read more

Try Before You Commit in Flyway

Sometimes we want to check whether it is possible to run a Flyway migration without error, but not actually make the changes. We might just need to 'sanity test' the performance of a migration on the Staging server, for example. By using a placeholder 'switch' to trigger a SQL Exception, we can get Flyway to roll-back its transaction, and therefore the migration, on demand. Read more

Managing Datasets for Database Development Work using Flyway

A generic way of exporting, deleting and loading data, for database development work. It uses Flyway Teams, a PowerShell framework, JSON files for storage and a table manifest to define the correct order of dependency for each task. 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

Performance Testing Databases with Flyway and PowerShell

Performance tests are central to the quality of the database changes we deliver because they ensure that any business process that accesses the database continues to return its results in an acceptable time. When Flyway creates a new version of the database, it is the ideal time to run these performance checks. Read more

Running Unit and Integration Tests during Flyway Migrations

In this article I'll give a practical example of developing a database, with Flyway, in such a way that it is automatically tested with whatever unit tests and integration tests you specify whenever you migrate the branch you're working on to the next version. If a test fails, you can work out why, undo the migration and then try again. Read more

Introduction to Testing a Flyway Development

How to use Flyway Teams to run basic tests whenever it successfully executes a migration, checking that all the business processes supported by our database always produce the expected results. Read more

Taming Database Documentation with Flyway and MySQL

Database object documentation is essential for explaining to busy developers, and the wider business, the purpose of each object and how to use it. The solution presented in this article consists of a SQL script to allow developers to add comments to MySQL database objects, without affecting the database version, and a simple way to generate a documentation report, in JSON. The SQL script will execute automatically as a callback, during any Flyway Teams migration run, and the report will allow the team to spot any gaps quickly. Read more

Automating Flyway Development Chores using Database Diagrams

If you can produce a quick Entity-Relationship diagram for any version of a database, you'll have a simple way to 'sanity check' it for unreferenced tables, missing keys and other design flaws. This article shows how to auto-generate these diagrams when running a migration, using Flyway Teams and PowerShell. Read more

Database Testing in a Flyway Development

If you can test and evaluate databases, and database objects, at every phase of the database development lifecycle, then you are much more likely to be able to adopt continuous delivery. The further down the delivery pipeline that bugs appear, the more costly in time and resources they are to fix. Read more

Managing Database Code Quality in a Flyway Development

In this article, I'll discuss the most important quality metrics for a database development, and then practical ways to ensure that a Flyway-managed database is designed and implemented to a high enough standard that it is reliable to use. Read more

Dealing with Database Data and Metadata in Flyway Developments

Before you get very far with database development 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

Debugging Flyway Callbacks and Migrations that Use Placeholders

Placeholders come in very handy in Flyway, but troubleshooting the SQL migration and callback scripts that use them can be tricky. This articles demonstrates how to develop, test and debug these scripts in a tool designed for these tasks, such as SSMS, leaving Flyway to do what it's designed for, which is running the scripts. Read more

Testing a Flyway Database Migration

Often, we want to test the new version of a database, produced by a Flyway migration, before committing the new migration file, or to test the same migration run on a number of different databases. This article demonstrates how to do it, by generating and using JSON parameter files to run a series of Flyway actions on any number of databases, on any number of servers. Read more

Bulk Loading Data via a PowerShell Script in Flyway

How to quickly and automatically bulk load test data once Flyway Teams completes a database migration. A baseline migration script creates the empty database version, which then triggers a PowerShell callback script that bulk loads in the right version of the data. It is a very fast way to provision multiple copies of a specific database version, complete with data, for ad-hoc or automated testing. Read more

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

Dry Runs for Database Migrations using Flyway

How Dry Run scripts work, and how they can be used to deliver a single-script release artifact to Staging, verify placeholder substitutions in SQL migration scripts, and simplify team code reviews. Read more

Testing Flyway Migrations Using Transactions

When you are using Flyway, how can you test your database migration script first to make sure it works exactly as you intended before you let Flyway execute it? Read more

Managing SQL Server Database Documentation during Flyway Development

How to create and maintain a 'data dictionary' for your SQL Server databases, in JSON format, which you can then use to add and update the table descriptions, whenever you build a new version using Flyway. Read more

Running Dynamic Code Quality Checks on Flyway Databases: Table Smells

How to extend the range of SQL code analysis, during database development, to include dynamic analysis of the database metadata. This will allow regular checks for problems with the design of your tables and indexes ("table smells") that can affect database performance and data integrity. Read more

Running SQL Code Analysis during Flyway Migrations

A set of PowerShell automation script tasks for running database build and migrations tasks. This article describes the SQL code analysis task, which will check the syntax of the SQL code in your databases and your migration scripts for 'code smells'. Read more

Getting Data In and Out of SQL Server Flyway Builds

Phil Factor provides SQL routines to extract data from and load data into a SQL Server database, using BCP, and then a PowerShell automation script that uses Flyway to automatically build a database, from scratch and then fill it with data, ready for testing. Read more

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