How to Set Up a Local Development Workflow with Docker for your Go Apps (with MongoDB and Mongo Express)

Cover Photo by Etienne Girardet on Unsplash

Setting up a development workflow can be time consuming and frustrating especially when there is a need to install a lot of tools. But with the advent of containers this became easy, way easy. In this article I'll explain how I set up my dev workflow for Go Apps being my primary working tool.

So in setting up a new project I start out by listing out the tooling I need for maximum productivity along the way. In this guide, I'll build an extremely easy Go api with just two endpoints, one that receives a GET Request to the base endpoint / and returns a welcome message and another one that simply receives a book as json object from a POST Request to the api endpoint /books then saves this book in a MongoDB collection. So to work on this project I need the following tools:

• Golang and the apps dependencies
• Mongo DB as the database
• Mongo Express (optional) for my database admin interface

To start things of, open your terminal or cmd window and navigate to your desired working directory. In my case I have a folder named projects in my home directory where I organize my projects.

1. Clone this repository https://github.com/ItsCosmas/docker-go-dev
   

   git clone https://github.com/ItsCosmas/docker-go-dev
   

2. Navigate to the newly created directory
   

   cd docker-go-dev
   

3. Once Inside the docker-go-dev directory, open with your favorite editor. In my case VS Code.
   

   code .
   

4. Make Sure your directory tree looks like this.
   

5. Open the go-app folder and Look at the Dockerfile.
   

   # Pull base image
   FROM golang:1.18-alpine
   
   # Install git
   RUN apk update && apk add --no-cache git
   
   # Where our files will be in the docker container 
   WORKDIR /opt/go-app
   
   # Copy the source from the current directory to the working Directory inside the container 
   # Source also contains go.mod and go.sum which are dependency files
   COPY . .
   
   # Get Dependency
   RUN go mod download
   
   # Install Air for hot reload
   RUN go install github.com/cosmtrek/air@latest
   
   # The ENTRYPOINT defines the command that will be ran when the container starts up
   # In this case air command for hot reload go apps on file changes
   ENTRYPOINT air
   
   

I have well commented the Dockerfile but I will explain a few bits.

A Dockerfile is a text document that contains all the commands a
user could call on the command line to assemble an image.

• We start by pulling the base go image from the docker hub. The alpine tag indicates the alpine version which is bit lightweight and should work well in development, I won't go to much optimization for the moment.
• Then install git which is a dependency to get some packages.
• Then we set the work directory inside the container in my case it is /opt/go-app that is where our files will live inside the container.
• Then we copy the source from the current directory to the working Directory set above. Our Source Code also contains go.mod and go.sum which are dependency files
• After that we get the app service dependencies using go mod download
• We will need Live Reload for our app so we install air https://github.com/cosmtrek/air which is a live reload utility for Go apps.
• Finally we pass an ENTRYPOINT which defines the command that will be ran when the container starts up, in our case its air the Live reload utility.

That's it for the go-app service now we move a directory up to the docker-compose.yml file.

This is the content of the compose file:

version: '3.7'
services:
    # The Go App
    go-app:
        build: ./go-app
        container_name: go_app
        depends_on:
            - 'mongo'
        environment:
            - PORT=8000
        ports:
            - '8000:8000'
        volumes:
            - './go-app:/opt/go-app:cached'
    # MongoDB
    mongo:
        image: 'mongo:4.4'
        container_name: mongo
        ports:
            - '27017:27017'
        volumes:
            - ./mongodata:/data/db
        restart: always
    # Mongo Express Web-based MongoDB admin interface
    mongo_express:
        image: 'mongo-express:0.54.0'
        container_name: mongo_express
        depends_on:
            - 'mongo'
        ports:
            - '8081:8081'
        restart: always

I'll explain the core parts of this file.

Compose is a tool for defining and running multi-container Docker applications. With Compose, you use a YAML file to configure your application’s services. Then, with a single command, you create and start all the services from your configuration.

To learn more about docker-compose.yml file head over to the official docs at https://docs.docker.com/compose/.

• First we define our version tag for the compose file in our case 3.7 as at the time of writing.

go-app service

• Next We will define the services needed for our application. We start with the go-app service which we just created above, remember that Dockerfile?
• The go-app service uses an image build from the Dockerfile inside the go-app directory.
• We give it a custom name in our case go_app.
• Then We indicate that the service is dependent on another service called mongo which will be our database service.
• Finally We pass in some environment variables for use inside the container. In our case PORT.
• Last We bind the container and the host machine to the exposed port 8000.
• Finally we define a volume which maps our source directory to the work directory inside the container, that way changes in our source code from our host machine will reflect inside the container.

Mongo Service

• First we define the image that shall be used in our mongo service, in our case an official image with the bionic tag.
• Then we give it a custom name mongo which is the default, could be anything.
• Then We bind the container and the host machine to the exposed port 27017.

• Then We define a volume which maps a local directory mongodata to the data directory inside the container, that way we shall have persistent storage even if our container fails.

• Lastly we add a restart:always flag to always restart the container if it stops.

Mongo Express (Optional)

• A Web-based MongoDB admin interface that will allows to manage our mongo database in the browser.

• First We define the image , in our case the official mongo-express image from docker hub.

• We give it a custom container name

• We add a depends_on flag so that the container only runs if mongo service is running.

• Then We bind the container and the host machine to the exposed port 8081.

• Lastly we add a restart:always flag to always restart the container if it stops.

Action

Now that everything is set up, it's time to see our containers in action.To start our containers we run:

docker-compose up

If everything is correct docker will build the containers and you should see this output in your terminal indicating your containers were built and started successfully:

There's obviously more output but I'm focusing on this. Once that's done you can hit the base endpoint http://localhost:8000 to verify its working. You can use a tool like postman https://www.postman.com/ or just curl on your terminal.

Open a new Terminal and input:

curl http://localhost:8000; echo

If your app worked, you should see similar output:

{"message":"Welcome to your App on Docker"}

The GET endpoint actually works.
Now let us test the POST Endpoint. On your terminal enter this command:

curl -d '{
    "name":"My Best Book Ever",
    "pages": 12
}' -H "Content-Type: application/json" -X POST http://localhost:8000/books; echo 

If it works you should see this Response:

{"code":200,"msg":"Book Published","data":{"name":"My Best Book Ever","pages":12}}

POST Endpoint on Postman:

If success, you should see this output:

To Check Live Reload, Just Edit a file e.g. The app/app.go :

    // API Home
    r.GET("/", func(c *gin.Context) {
        c.JSON(http.StatusOK, gin.H{
            "message": "Welcome to your App on Docker",
        })
    })

You can change the message to whatever you want and once you save your file you should see a similar output on your terminal:

To check whether the data was saved to Mongo We'll use Mongo-Express:

1. Open http://localhost:8081/ in your browser. You should see the database books-db and if not just refresh your browser:

   

2. Click on books-db and it should redirect to the Database Page as seen below::

   

3. Click on the Collection you wish, in this case book collection and the records from the collection should be displayed as below:

   

4. You can also view a Single Document if you wish by just clicking on it and it should redirect to a document page similar to this:
   

So In this article I have shown you how I set up my local dev environment and workflow for go apps, Mongo and Mongo Express. The process is almost similar for other stacks, the key is to have a standardized dev environment for maximum productivity. By the way shipping to production is very easy with docker you require just a few optimizations and that's all, no OS dependency issues ever.

I have updated the article and the github repository so that this tutorial can be helpful even now as at 2022.

And that's it for the article. PS: Trying to do some regular writing 🙂.

Comments

[Alan Syue]

Great article！

[Gerasimos (Makis) Maropoulos]

Great Article @itscosmas !

[Cosmas Gikunju]

Thank you for your response. You are actually the author of the successful go framework iris. I'm humbled. 😀

[Gerasimos (Makis) Maropoulos]

Thanks Cosmas, nah I am just a software developer like you! It would be nice if you could add some "iris things" inside it (the main app) so I would be able to share such a great article with the Iris community as well! (there are many people that are looking for iris-specific local development workflow)

[Cosmas Gikunju]

Awesome, I will add an Iris example. Iris has some really good docs and extensive examples, I will be glad to contribute.

[Gerasimos (Makis) Maropoulos]

❤️