eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
announcement - icon

Let's get started with a Microservice Architecture with Spring Cloud:

>> Join Pro and download the eBook

eBook – Mockito – NPI EA (tag = Mockito)
announcement - icon

Mocking is an essential part of unit testing, and the Mockito library makes it easy to write clean and intuitive unit tests for your Java code.

Get started with mocking and improve your application tests using our Mockito guide:

Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
announcement - icon

Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Reactive – NPI EA (cat=Reactive)
announcement - icon

Spring 5 added support for reactive programming with the Spring WebFlux module, which has been improved upon ever since. Get started with the Reactor project basics and reactive programming in Spring Boot:

>> Join Pro and download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
announcement - icon

Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

>> Join Pro and download the eBook

eBook – Jackson – NPI EA (cat=Jackson)
announcement - icon

Do JSON right with Jackson

Download the E-book

eBook – HTTP Client – NPI EA (cat=Http Client-Side)
announcement - icon

Get the most out of the Apache HTTP Client

Download the E-book

eBook – Maven – NPI EA (cat = Maven)
announcement - icon

Get Started with Apache Maven:

Download the E-book

eBook – Persistence – NPI EA (cat=Persistence)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

eBook – RwS – NPI EA (cat=Spring MVC)
announcement - icon

Building a REST API with Spring?

Download the E-book

Course – LS – NPI EA (cat=Jackson)
announcement - icon

Get started with Spring and Spring Boot, through the Learn Spring course:

>> LEARN SPRING
Course – RWSB – NPI EA (cat=REST)
announcement - icon

Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

>> The New “REST With Spring Boot”

Course – LSS – NPI EA (cat=Spring Security)
announcement - icon

Yes, Spring Security can be complex, from the more advanced functionality within the Core to the deep OAuth support in the framework.

I built the security material as two full courses - Core and OAuth, to get practical with these more complex scenarios. We explore when and how to use each feature and code through it on the backing project.

You can explore the course here:

>> Learn Spring Security

Course – LSD – NPI EA (tag=Spring Data JPA)
announcement - icon

Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

Get started with Spring Data JPA through the guided reference course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (cat=Spring Boot)
announcement - icon

Refactor Java code safely — and automatically — with OpenRewrite.

Refactoring big codebases by hand is slow, risky, and easy to put off. That’s where OpenRewrite comes in. The open-source framework for large-scale, automated code transformations helps teams modernize safely and consistently.

Each month, the creators and maintainers of OpenRewrite at Moderne run live, hands-on training sessions — one for newcomers and one for experienced users. You’ll see how recipes work, how to apply them across projects, and how to modernize code with confidence.

Join the next session, bring your questions, and learn how to automate the kind of work that usually eats your sprint time.

Course – LJB – NPI EA (cat = Core Java)
announcement - icon

Code your way through and build up a solid, practical foundation of Java:

>> Learn Java Basics

Partner – LambdaTest – NPI EA (cat= Testing)
announcement - icon

Distributed systems often come with complex challenges such as service-to-service communication, state management, asynchronous messaging, security, and more.

Dapr (Distributed Application Runtime) provides a set of APIs and building blocks to address these challenges, abstracting away infrastructure so we can focus on business logic.

In this tutorial, we'll focus on Dapr's pub/sub API for message brokering. Using its Spring Boot integration, we'll simplify the creation of a loosely coupled, portable, and easily testable pub/sub messaging system:

>> Flexible Pub/Sub Messaging With Spring Boot and Dapr

eBook – Guide Spring Cloud – NPI (cat=Cloud/Spring Cloud)
announcement - icon

Let's get started with a Microservice Architecture with Spring Cloud:

>> Join Pro and download the eBook

1. Overview

Heroku Postgres offers several ways for Java applications to connect to a managed PostgreSQL instance. In this tutorial, we walk through a practical approach that integrates seamlessly with Spring Boot. Specifically, we look at how to use the Heroku Postgres-provided connection mechanism and ensure our application remains connected despite Heroku’s periodic rotation of access credentials.

2. Setup

To demonstrate the primary approach, we use a simple Spring Boot application that persists Book records in a relational database. Let’s start by adding the required dependencies:

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-jpa</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-validation</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-web</artifactId>
</dependency>
<dependency>
    <groupId>org.postgresql</groupId>
    <artifactId>postgresql</artifactId>
    <scope>runtime</scope>
</dependency>

The PostgreSQL dependency provides the JDBC driver. The JPA starter bundles Spring Data JPA and Hibernate, allowing us to build a persistence layer with minimal configuration. The validation starter adds support for Jakarta Bean Validation.

2.1. Database Configuration

Next, we configure our application.yml to define how the application interacts with the database schema:

spring:
  jpa:
    hibernate:
      ddl-auto: validate
    properties:
      hibernate:
        dialect: org.hibernate.dialect.PostgreSQLDialect

Setting ddl-auto to validate forces the application to compare entity mappings against the database schema at startup. If required tables are missing or incompatible, the application fails fast.

We then define two profiles, local and heroku. The local profile supports development against a locally running PostgreSQL instance:

spring:
  config:
    activate:
      on-profile: local
  datasource:
    url: jdbc:postgresql://localhost:5432/demo
    username: demo
    password: demo

In the heroku profile, we rely entirely on environment variables injected by Heroku:

spring:
  config:
    activate:
      on-profile: heroku
  datasource:
    url: ${JDBC_DATABASE_URL:}
    username: ${JDBC_DATABASE_USERNAME:}
    password: ${JDBC_DATABASE_PASSWORD:}

Since Heroku regularly rotates database credentials, hardcoding these values isn’t practical.

2.2. Convenience Variables

At startup, the Heroku Spring-aware buildpacks set the SPRING_DATASOURCE_URL, SPRING_DATASOURCE_USERNAME, and SPRING_DATASOURCE_PASSWORD environment variables. These values mirror their JDBC equivalents, as shown in the table below:

JDBC_* SPRING_*
JDBC_DATABASE_URL SPRING_DATASOURCE_URL
JDBC_DATABASE_USERNAME SPRING_DATASOURCE_USERNAME
JDBC_DATABASE_PASSWORD SPRING_DATASOURCE_PASSWORD

We can use these interchangeably based on the configured buildpacks.

2.3. Provisioning Heroku Postgres

We can provision Heroku Postgres through either the dashboard or the Heroku CLI. In this example, we use the CLI.

First, we authenticate:

heroku login

Next, we create a Heroku application:

heroku apps:create bookshelf-demo-app

This command creates an empty application, associates it with a Git repository, and assigns it a public URL.

We then provision the database add-on:

heroku addons:create heroku-postgresql --app bookshelf-demo-app

Heroku provisions the database asynchronously and restarts the application once the process completes, as shown in the output below:

Creating heroku-postgresql on ⬢ bookshelf-demo-app... ~$0.007/hour (max $5/month)
Database should be available soon
postgresql-octagonal-60215 is being created in the background. The app will restart when
complete...

Note that Heroku no longer offers a free database tier, so provisioning a database may incur costs depending on the selected plan.

3. Connecting to Heroku Postgres

With the database provisioned, we can explore different connection scenarios. Because the application validates the schema at startup, the required tables must exist before deployment.

Let’s start by inspecting the recently provisioned database:

heroku pg:info -a bookshelf-demo-app

The output includes the database URL, PostgreSQL version, and the generated add-on name:

=== DATABASE_URL

Plan: essential-0
Status: Available
Connections: 0/20
PG Version: 17.6
Created: 2026-01-23 10:32
Data Size: 7.65 MB / 1 GB (0.75%) (In compliance)
Tables: 0/4000 (In compliance)
Fork/Follow: Unsupported
Rollback: Unsupported
Continuous Protection: Off
Add-on: <heroku-generated-add-on-name>

We use the add-on name to initialize the schema. Next, let’s define a setup.sql file:

CREATE TABLE books (
    id BIGSERIAL PRIMARY KEY,
    title VARCHAR(255) NOT NULL,
    author VARCHAR(255) NOT NULL
);

Lastly, we apply the schema using the following command:

heroku pg:psql <heroku-generated-add-on-name> -a bookshelf-demo-app < setup.sql

The command executes our setup.sql script against our hosted Postgres instance.

3.1. Connecting from the Heroku Application

Let’s deploy our Spring Boot application to Heroku:

git add .
git commit -m "<commit message>"
heroku git:remote -a bookshelf-demo-app
git push heroku main

After deployment, let’s verify startup by checking the logs:

heroku logs --tail -a bookshelf-demo-app

A successful startup includes a state transition to up. We can now create a record through the REST API:

curl -X POST https://bookshelf-demo-app-<heroku-generated-id>.herokuapp.com/api/books \
  -H "Content-Type: application/json" \
  -d '{"title":"Build your API with Spring","author":"Baeldung"}'

Querying the database confirms that the new row exists in the books table.

3.2. Connecting from Localhost

In some cases, we may want a locally running application to connect directly to the hosted Heroku database for debugging or inspection. Since Heroku rotates credentials, let’s start by reading the generated environment variables using Heroku CLI:

heroku run --app bookshelf-demo-app 'echo $JDBC_DATABASE_URL'

The command produces output similar to the following, which includes a username and password:

Running echo $JDBC_DATABASE_URL on ⬢ bookshelf-demo-app... up, run.6575
jdbc:postgresql://<cluster-name>:5432/<database-name>?password=<password>&sslmode=require&user=<username>

We can explicitly retrieve the username and password using the command below:

heroku run --app bookshelf-demo-app 'echo $JDBC_DATABASE_USERNAME'
heroku run --app bookshelf-demo-app 'echo $JDBC_DATABASE_PASSWORD'

Next, we store the resolved values in a local .env file:

DATASOURCE_URL="<heroku-jdbc-database-url>"
DATASOURCE_USERNAME="<heroku-jdbc-database-username>"
DATASOURCE_PASSWORD="<heroku-jdbc-database-password>"

We thereafter reference these values from our application.yml:

spring:
  config:
    activate:
      on-profile: local
  datasource:
    url: ${DATASOURCE_URL}
    username: ${DATASOURCE_USERNAME}
    password: ${DATASOURCE_PASSWORD}

In our development environment, we can then simply pass the .env file when running the application locally:

export $(cat .env | xargs) && mvn spring-boot:run -Dspring-boot.run.profiles=local

This setup allows a local Spring Boot instance to connect securely to the same database without embedding sensitive credentials in source control.

4. Conclusion

In this tutorial, we demonstrated how a Spring Boot application connects to Heroku Postgres using environment-driven configuration. We provisioned a managed database, initialized the schema, deployed the application, and connected from both Heroku and a local development environment. By combining Spring profiles with environment variables, we achieved a configuration that is secure, portable, and aligned with Heroku’s operational model.

As always, the code is available over on GitHub.

Baeldung Pro – NPI EA (cat = Baeldung)
announcement - icon

Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

>> Explore a clean Baeldung

Once the early-adopter seats are all used, the price will go up and stay at $33/year.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
announcement - icon

The Apache HTTP Client is a very robust library, suitable for both simple and advanced use cases when testing HTTP endpoints. Check out our guide covering basic request and response handling, as well as security, cookies, timeouts, and more:

>> Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
announcement - icon

Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
announcement - icon

Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

>> Join Pro and download the eBook

eBook – Persistence – NPI EA (cat=Persistence)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

announcement - icon

Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
announcement - icon

Modern Java teams move fast — but codebases don’t always keep up. Frameworks change, dependencies drift, and tech debt builds until it starts to drag on delivery. OpenRewrite was built to fix that: an open-source refactoring engine that automates repetitive code changes while keeping developer intent intact.

The monthly training series, led by the creators and maintainers of OpenRewrite at Moderne, walks through real-world migrations and modernization patterns. Whether you’re new to recipes or ready to write your own, you’ll learn practical ways to refactor safely and at scale.

If you’ve ever wished refactoring felt as natural — and as fast — as writing code, this is a good place to start.

eBook Jackson – NPI EA – 3 (cat = Jackson)
eBook – eBook Guide Spring Cloud – NPI (cat=Cloud/Spring Cloud)
guest
0 Comments
Oldest
Newest
Inline Feedbacks
View all comments