How do I implement canary releases for Liquibase?

Canary releases are a powerful deployment strategy that allows you to release new features to a small subset of users before rolling it out to the entire user base. When using Liquibase for database migrations, implementing canary releases can help ensure that your changes do not negatively affect the production environment.

Below is an example of how you can implement canary releases using Liquibase:

            // Define your changesets in a Liquibase XML file
            
                
                    
                        
                    
                    
                        
                    
                
                
                    
                        
                            
                            
                        
                    
                    
                        
                        id IN (SELECT id FROM users ORDER BY RAND() LIMIT 10)
                    
                
            
        

Canary releases Liquibase database migrations deployment strategy