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Database Testing and Quality (31)

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Creating Custom Regex Rules for Code Analysis in Flyway

Every development team has its own coding standards. While Flyway provides built-in rules focused on security and data protection, teams quickly find they need additional checks to maintain SQL code quality and consistency across their projects. This article will walk through the ways of defining and testing custom rules, provides… Read more

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Getting Started with Flyway SQL Code Analysis Rules

Before you apply pending SQL migration scripts, Flyway can automatically check them for a range of code smells. The check -code command can perform a static code analysis on these scripts to check that they comply with a set of rules designed to encourage good coding practices. You can opt… Read more

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Simplifying Data Import and Export for Database Development

Extracting and importing data for development and testing is made trickier due to issues such as constraints, dependencies, and special data types. This article introduces a cross-RDBMS solution with JSON for data storage and PowerShell cmdlets that use ODBC to help automate extraction and import, and JSON Schema for validation.… Read more

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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

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Running Database Assertion Tests with Flyway

A database assertion test aims to check that data within a relational database conforms to specific business rules. This article demonstrates how to run these assertion tests automatically in Flyway, checking that the queries under test always produce the expected results. Read more

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Running Structured Database Tests in Flyway

How to run structured Arrange-Asset-Act-Teardown (AAAT) tests, each time Flyway successfully migrates a database, where you can annotate each test script to specify exactly how the test run should proceed, and then save all results and any errors to a simple ASCII report. Read more

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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… Read more

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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… Read more

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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… Read more

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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… Read more

Security and compliance

Database monitoring and observability

Database change management

Productivity and workflow automation

AI data readiness

Database modernization

Efficiency and cost optimization

Cloud migration and workload optimization

Redgate Flyway

Redgate Monitor

SQL Toolbelt Essentials

Redgate Assistant

Redgate Hub

Creating Custom Regex Rules for Code Analysis in Flyway

Getting Started with Flyway SQL Code Analysis Rules

Simplifying Data Import and Export for Database Development

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

Running Database Assertion Tests with Flyway

Running Structured Database Tests in Flyway

A Test Data Management Strategy for Database Migrations

Infrequently Asked Questions About Flyway

Transferring Database Documentation into SQL DDL Scripts

Cross-RDBMS Code Quality Reports in Flyway

2026 State of the Database Landscape

Introduction to PostgreSQL for the data professional

Security and compliance

Database monitoring and observability

Database change management

Productivity and workflow automation

AI data readiness

Database modernization

Efficiency and cost optimization

Cloud migration and workload optimization

Redgate Flyway

Redgate Monitor

SQL Toolbelt Essentials

Redgate Assistant

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