Monday, May 30, 2022

Use Liquibase to Safely Evolve Your Database Schema

1. Overview

In this quick tutorial, we'll make use of Liquibase to evolve the database schema of a Java web application.

We'll look at a general Java app first, and we're also going to take a focused look at some interesting options available for Spring and Hibernate.

Very briefly, the core of using Liquibase is the changeLog file, an XML file that keeps track of all changes that need to run to update the DB.

Let's start with the Maven dependency we need to add into our pom.xml:

<dependency>
    <groupId>org.liquibase</groupId>
     <artifactId>liquibase-core</artifactId>
      <version>3.4.1</version>
</dependency>

We can also check if there's a newer version of liquibase-core here.

Further reading:

Introduction to Liquibase Rollback

Learn how to use the rollback feature of a Liquibase framework.

Database Migrations with Flyway

This article describes key concepts of Flyway and how we can use this framework to continuously remodel our application's database schema reliably and easily.

Quick Guide on Loading Initial Data with Spring Boot

A quick and practical example of using data.sql and schema.sql files in Spring Boot.

2. The Database Change Log

Now let's take a look at a simple changeLog file.

This one only adds a column “address” to the table “users“:

<databaseChangeLog 
  xmlns="http://www.liquibase.org/xml/ns/dbchangelog" 
  xmlns:ext="http://www.liquibase.org/xml/ns/dbchangelog-ext" 
  xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" 
  xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog-ext
   http://www.liquibase.org/xml/ns/dbchangelog/dbchangelog-ext.xsd 
   http://www.liquibase.org/xml/ns/dbchangelog 
   http://www.liquibase.org/xml/ns/dbchangelog/dbchangelog-3.4.xsd">
    
    <changeSet author="John" id="someUniqueId">
        <addColumn tableName="users">
            <column name="address" type="varchar(255)" />
        </addColumn>
    </changeSet>
    
</databaseChangeLog>

Note how the change set is identified by an id and an author to make sure it can be uniquely identified and only applied once.

Let's now see how to wire this into our application and make sure that it runs when the application starts up.

3. Run Liquibase With a Spring Bean

Our first option to run the changes on application startup is via a Spring bean.

There are of course many other ways, but this is a good, simple way to go if we're dealing with a Spring application:

@Bean
public SpringLiquibase liquibase() {
    SpringLiquibase liquibase = new SpringLiquibase();
    liquibase.setChangeLog("classpath:liquibase-changeLog.xml");
    liquibase.setDataSource(dataSource());
    return liquibase;
}

Note how we're pointing it to a valid changeLog file that needs to exist on the classpath.

4. Use Liquibase With Spring Boot

If we're using Spring Boot, there is no need to define a bean for Liquibase, but we still need to make sure we add the liquibase-core dependency.

Then all we need is to put our change log in db/changelog/db.changelog-master.yaml, and Liquibase migrations will run automatically on startup.

We can change the default changelog file using the liquibase.change-log property:

liquibase.change-log=classpath:liquibase-changeLog.xml

5. Disable Liquibase in Spring Boot

Sometimes, we may need to disable Liquibase migration's execution on startup.

The simplest option we have is to use a spring.liquibase.enabled property. This way, all the remaining Liquibase configuration stays untouched.

Here's the example for Spring Boot 2:

spring.liquibase.enabled=false

For Spring Boot 1.x, we need to use a liquibase.enabled property:

liquibase.enabled=false

6. Generate the changeLog With a Maven Plugin

Instead of writing the changeLog file manually, we can use the Liquibase Maven plugin to generate one and save ourselves a lot of work.

6.1. Plugin Configuration

Here are the changes to our pom.xml:

<dependency>
    <groupId>org.liquibase</groupId>
    <artifactId>liquibase-maven-plugin</artifactId>
    <version>3.4.1</version>
</dependency> 
...
<plugins>
    <plugin>
        <groupId>org.liquibase</groupId>
        <artifactId>liquibase-maven-plugin</artifactId>
        <version>3.4.1</version>
        <configuration>                  
            <propertyFile>src/main/resources/liquibase.properties</propertyFile>
        </configuration>                
    </plugin> 
</plugins>

6.2. Generate a ChangeLog From an Existing Database

We can use the plugin to generate a changelog from an existing database:

mvn liquibase:generateChangeLog

Here are the liquibase properties:

url=jdbc:mysql://localhost:3306/oauth_reddit
username=tutorialuser
password=tutorialmy5ql
driver=com.mysql.jdbc.Driver
outputChangeLogFile=src/main/resources/liquibase-outputChangeLog.xml

The end result is a changeLog file that we can use either to create an initial DB schema or to populate data.

Here's how that would look:

<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<databaseChangeLog ...>
    
    <changeSet author="John (generated)" id="1439225004329-1">
        <createTable tableName="APP_USER">
            <column autoIncrement="true" name="id" type="BIGINT">
                <constraints primaryKey="true"/>
            </column>
            <column name="accessToken" type="VARCHAR(255)"/>
            <column name="needCaptcha" type="BIT(1)">
                <constraints nullable="false"/>
            </column>
            <column name="password" type="VARCHAR(255)"/>
            <column name="refreshToken" type="VARCHAR(255)"/>
            <column name="tokenExpiration" type="datetime"/>
            <column name="username" type="VARCHAR(255)">
                <constraints nullable="false"/>
            </column>
            <column name="preference_id" type="BIGINT"/>
            <column name="address" type="VARCHAR(255)"/>
        </createTable>
    </changeSet>
    ...
</databaseChangeLog>

6.3. Generate a ChangeLog From Diffs Between Two Databases

We can use the plugin to generate a changeLog file from the differences between two existing databases (for example, development and production):

mvn liquibase:diff

Here are the properties:

changeLogFile=src/main/resources/liquibase-changeLog.xml
url=jdbc:mysql://localhost:3306/oauth_reddit
username=tutorialuser
password=tutorialmy5ql
driver=com.mysql.jdbc.Driver
referenceUrl=jdbc:h2:mem:oauth_reddit
diffChangeLogFile=src/main/resources/liquibase-diff-changeLog.xml
referenceDriver=org.h2.Driver
referenceUsername=sa
referencePassword=

And here's a snippet of the generated changeLog:

<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<databaseChangeLog ...>
    <changeSet author="John" id="1439227853089-1">
        <dropColumn columnName="address" tableName="APP_USER"/>
    </changeSet>
</databaseChangeLog>

This is a super powerful way to evolve our DB by, for example, allowing Hibernate to auto-generate a new schema for development and then using that as a reference point against the old schema.

7. Use the Liquibase Hibernate Plugin

In case our application uses Hibernate, we're going to take a look at a very useful way of generating the changeLog, which is the liquibase-hibernate plugin.

7.1. Plugin Configuration

First, let's get the new plugin configured and using the right dependencies:

<plugins>
    <plugin>
        <groupId>org.liquibase</groupId>
        <artifactId>liquibase-maven-plugin</artifactId>
        <version>3.4.1</version>
        <configuration>                  
            <propertyFile>src/main/resources/liquibase.properties</propertyFile>
        </configuration> 
        <dependencies>
            <dependency>
                <groupId>org.liquibase.ext</groupId>
                <artifactId>liquibase-hibernate4</artifactId>
                <version>3.5</version>
            </dependency>
            <dependency>
                <groupId>org.springframework</groupId>
                <artifactId>spring-beans</artifactId>
                <version>4.1.7.RELEASE</version>
            </dependency>
            <dependency>
                <groupId>org.springframework.data</groupId>
                <artifactId>spring-data-jpa</artifactId>
                <version>1.7.3.RELEASE</version>
            </dependency>
        </dependencies>               
    </plugin> 
</plugins>

7.2. Generate a changeLog From Diffs Between a Database and Persistence Entities

We can use this plugin to generate a changeLog file from the differences between an existing database (for example, production) and our new persistence entities.

So, to make things simple, once an entity is modified, we can simply generate the changes against the old DB schema, getting a clean, powerful way to evolve our schema in production.

Here are the liquibase properties:

changeLogFile=classpath:liquibase-changeLog.xml
url=jdbc:mysql://localhost:3306/oauth_reddit
username=tutorialuser
password=tutorialmy5ql
driver=com.mysql.jdbc.Driver
referenceUrl=hibernate:spring:org.baeldung.persistence.model
  ?dialect=org.hibernate.dialect.MySQLDialect
diffChangeLogFile=src/main/resources/liquibase-diff-changeLog.xml

Note that the referenceUrl is using package scan, so the dialect parameter is required.

8. Generate the changeLog in IntelliJ IDEA Using the JPA Buddy Plugin

If we're using a non-Hibernate ORM (e.g., EclipseLink or OpenJPA) or we don't want to add extra dependencies like the liquibase-hibernate plugin, we can use JPA BuddyThis IntelliJ IDEA plugin integrates useful features of Liquibase into the IDE.

To generate a differential changeLog, we simply install the plugin and then call the action from the JPA Structure panel. We select what source we want to compare (database, JPA entities or Liquibase snapshot) with what target (database or Liquibase snapshot).

JPA Buddy will generate the changeLog as shown in the animation below:

jpabuddy_intellij

Another advantage of JPA Buddy over the liquibase-hibernate plugin is the ability to override default mappings between Java and database types. Also, it works correctly with Hibernate custom types and JPA converters.

9. Conclusion

In this article, we illustrated several ways to use Liquibase and get to a safe and mature way of evolving and refactoring the DB schema of a Java app.

The implementation of all these examples and code snippets is available over on GitHub.

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