Docker is a containerization platform that simplifies applications’ packaging, distribution, and deployment. You can harness the benefits of Go and Docker to enhance your applications’ efficiency, portability, and security.
This tutorial is invested in teaching you how you can build and deploy your Go applications with Docker. You’ll learn by building a RESTful API with the Gorilla Mux and GORM packages that you’ll containerize and deploy.
You’d need to have Go and Docker installed on your computer to build and containerize your Go apps with Docker.
Ensure that you have Go and Docker installed on your system. You can download Go from the official Go downloads website and Docker from Docker Hub. Visit the webpage if you haven’t, and follow the installation instructions for your specific operating system.
This article teaches how to deploy Go apps with Docker and teaches you more about installing and setting up Docker and a Postgres database, including containerizing your Go applications.
After installation, configure your Go development environment by setting environment variables and paths as needed. Ensure that you have a working Go workspace with the required directory structure.
Additionally, you can familiarize yourself with Docker's command-line interface (CLI) and basic Docker concepts.
Create a new directory for this project and run the go mod init command to initialize the directory as a Go project.
go mod init
After initializing the Go project, run this command to add the GORM and Gorilla Mux packages as dependencies to your project.
go get github.com/gorilla/mux go get gorm.io/gorm go get gorm.io/driver/postgres
You’ll use the Gorilla Mux package for routing. The GORM package provides an interface for you to use Go types for SQL database operations along with the driver package you installed (in this case, Postgres).
In this tutorial, you’ll use a popular Go layered architecture style and use interfaces to interact with the various components of our app.
Here’s the directory structure of the application.
. ├── Dockerfile ├── cmd │ └── server │ └── main.go └── internal ├── http │ ├── handlers.go │ └── users.go ├── models │ ├── database.go │ ├── migrations.go │ └── users.go └── users └── user.go 6 directories, 11 files
This project structure appears well-organized, clearly separating concerns between different components. This organization makes it easier to maintain and scale your Go API as it grows.
This isn’t a Go standard. However, many Go developers and open-source projects use this structure for your applications.
You’ll set up database functionality for your application. You’ll have to define the models using structs, connect to the database, and set up migrations for your insertion operations on your database.
Here’s the list of imports you’ll need for the database implementation.
package models import ( // imports from the user implementation "BetterApp/internal/users" "context" "gorm.io/gorm" "fmt" "gorm.io/driver/postgres" "gorm.io/gorm/schema" "os" )
The first task is defining a strut that matches your database schema for your app. GORM provides tags for specifying additional options and constraints on fields.
// internal/models/users.go type User struct { gorm.Model Username string `gorm:"unique;not null"` Email string `gorm:"unique;not null"` IsActive bool `gorm:"not null"` }
The User struct represents the model for working with user data in a database.
In your database.go file, declare a struct to encapsulate the database connection instance. You’ll use the struct to connect to your database from other parts of the database implementation package.
// internal/models/database.go type Database struct { Client *gorm.DB }
Next, create a database connection function that connects the database implementation to the database program to the database:
// internal/models/database.go func NewDatabase() (*Database, error) { // Construct a connection string using environment variables for database configuration. configurations := fmt.Sprintf("host=%v port=%v user=%v password=%v dbname=%v sslmode=%v", os.Getenv("DB_HOST"), os.Getenv("DB_PORT"), os.Getenv("DB_USERNAME"), os.Getenv("DB_PASSWORD"), os.Getenv("DB_NAME"), os.Getenv("SSL_MODE")) // Open a connection to the database using GORM and PostgreSQL driver. db, err := gorm.Open(postgres.New(postgres.Config{ DSN: configurations, PreferSimpleProtocol: true, }), &gorm.Config{NamingStrategy: schema.NamingStrategy{ SingularTable: true, }}) if err != nil { return nil, err } // Enable connection pooling by configuring maximum idle and open connections. sqlDB, err := db.DB() if err != nil { return nil, err } sqlDB.SetMaxIdleConns(10) sqlDB.SetMaxOpenConns(100) // Return the Database instance with the established database connection. return &Database{ Client: db, }, nil }
The NewDatabase function creates a new Database instance and establishes a connection to the database. It returns a pointer to the Database instance, and an error, if any, occurs during the process.
After a successful database connection, you can set up migration functionality for your database implementation with the function as thus:
// internal/models/migrations.go func (d *Database) MigrateDB() error { log.Println("Database Migration in Process...") // Use GORM AutoMigrate to migrate all the database schemas. err := d.Client.AutoMigrate(&User{}) if err != nil { return err } log.Println("Database Migration Complete!") return nil }
The MgrateDB function sets up automatic migrations for the User struct with the database client AutoMigrate function and returns an error if there’s any encountered during the process.
In the users.go file where you defined the struct for your database schema, you can proceed to define the functions for the database implementation.
Here are the CreateUser, GetUserByID, UpdateUser, and DeleteUser functions responsible for CRUD operations on the database.
// internal/models/users.go func (d *Database) CreateUser(ctx context.Context, user *users.User) error { newUser := &User{ Username: user.Username, Email: user.Email, IsActive: false, } if err := d.Client.WithContext(ctx).Create(newUser).Error; err != nil { return err } return nil } // GetUserByID returns the user with a specified id func (d *Database) GetUserByID(ctx context.Context, id int64) (users.User, error) { user := users.User{} if err := d.Client.WithContext(ctx).Where("id = ?", id).First(&user).Error; err != nil { return users.User(User{}), err } return users.User(User{ Username: user.Username, Email: user.Email, IsActive: user.IsActive, }), nil } // UpdateUser updates an existing user in the database func (d *Database) UpdateUser(ctx context.Context, updatedUser users.User, id uint) error { // Check if the user with the specified ID exists var existingUser User if err := d.Client.WithContext(ctx).Where("id = ?", id).First(&existingUser).Error; err != nil { return err } // Update the fields of the existing user with the new values existingUser.Username = updatedUser.Username existingUser.Email = updatedUser.Email existingUser.IsActive = updatedUser.IsActive // Save the updated user back to the database if err := d.Client.WithContext(ctx).Save(&existingUser).Error; err != nil { return err } return nil } // DeleteUser deletes a user from the database by their ID func (d *Database) DeleteUser(ctx context.Context, id uint) error { // Check if the user with the specified ID exists var existingUser User if err := d.Client.WithContext(ctx).Where("id = ?", id).First(&existingUser).Error; err != nil { return err } // Delete the user from the database if err := d.Client.WithContext(ctx).Delete(&existingUser).Error; err != nil { return err } return nil }
Your user implementation will call these functions to access the database functionality.
Your user implementation plays a significant role in relaying data from the database to the HTTP implementation.
You’ll define a struct that matches the struct in the database implementation and add JSON tags to the fields for usage; then, you’ll define functions that call the database functions with the data from the HTTP implementation.
Here are the imports you’ll need for your user implementation:
package users import ( "context" "gorm.io/gorm" "log" )
Here’s the structure with JSON tags. The json:"-" in the gorm.Model field specifies that you want to exclude the field from the JSON operations.
// User - a representation of the users of the wallet engine type User struct { gorm.Model `json:"-"` Username string `json:"username"` Email string `json:"email"` IsActive bool `json:"is_active"` }
Next, you’ll declare an interface with methods for the user implementation functions, a service struct for the user implementation, and a function that initializes the service implementation.
type UserStore interface { CreateUser(context.Context, *User) error GetUserByID(context.Context, int64) (User, error) UpdateUser(context.Context, User, uint) error DeleteUser(context.Context, uint) error } // The UserService struct manages user-related operations outside the user implementation. type UserService struct { Store UserStore // UserStore is an interface that abstracts the database operations. } // NewService creates a new service func NewService(store UserStore) UserService { return UserService{ Store: store, } }
The interface and service will help manage user-related operations outside the user implementation.
Next, you can define methods of the UserService struct implementation that call the database implementation.
// CreateUser creates a new user by calling the CreateUser method on the associated UserStore. func (u *UserService) CreateUser(ctx context.Context, user *User) error { if err := u.Store.CreateUser(ctx, user); err != nil { log.Printf("Error creating user: %v", err) return err } return nil } // GetUserByID retrieves a user by their ID using the GetUserByID method on the associated UserStore. func (u *UserService) GetUserByID(ctx context.Context, id int64) (User, error) { user, err := u.Store.GetUserByID(ctx, id) if err != nil { log.Printf("Error fetching user with ID %v: %v", id, err) return user, err } return user, nil } // UpdateUser updates an existing user by calling the UpdateUser method on the associated UserStore. func (u *UserService) UpdateUser(ctx context.Context, user User, id uint) error { if err := u.Store.UpdateUser(ctx, user, id); err != nil { log.Printf("Error updating user: %v", err) return err } return nil } // DeleteUser deletes a user by their ID using the DeleteUser method on the associated UserStore. func (u *UserService) DeleteUser(ctx context.Context, id uint) error { if err := u.Store.DeleteUser(ctx, id); err != nil { log.Printf("Error deleting user: %v", err) return err } return nil }
The CreateUser, GetUserByID, UpdateUser, and DeleteUser functions are responsible for calling the CRUD operations on the database implementation. The HTTP implementation will call these functions to access the database.
The HTTP implementation is part of your application that receives and interacts with incoming requests.
Here’s the list of imports you’ll need across your HTTP implementation:
package http import ( "BetterApp/internal/users" "context" "github.com/gorilla/mux" "log" "net/http" "os" "os/signal" "syscall" "time" "encoding/json" "strconv" )
First, declare a struct and include a Router instance, a HTTP instance, and an instance of the user service.
// internal/http/handler.go type Handler struct { Router *mux.Router Users users.UserService Server *http.Server }
Then create a function that returns a pointer to the Handler struct, where you can configure the server and handlers.
// internal/http/handler.go // NewHandler - returns a pointer to a Handler func NewHandler(users users.UserService) *Handler { // Print a log message to indicate that we are setting up our handler log.Println("setting up our handler") // Create a new Handler instance and initialize it h := &Handler{ Users: users, // Assign the provided users service to the handler's Users field } // Create a new HTTP router using the mux package h.Router = mux.NewRouter() // Map the routes for this handler (assuming this method exists and sets up routes) h.mapRoutes() // Create an HTTP server instance with specified settings h.Server = &http.Server{ Addr: "0.0.0.0:8080", // Set the server address to listen on WriteTimeout: time.Second * 15, // Set the maximum time to write the response ReadTimeout: time.Second * 15, // Set the maximum time to read the request IdleTimeout: time.Second * 60, // Set the maximum idle time Handler: h.Router, // Set the router as the handler for incoming requests } // Return the initialized handler return h }
The NewHandler function sets up and configures an HTTP request handler, making it ready to handle incoming HTTP requests for a specific service while also defining server settings and routes.
The mapRoutes function you called in the NewHandler function sets up routes by mapping them to their respective handler functions.
// internal/http/handler.go // mapRoutes - sets up all the routes for our application func (h *Handler) mapRoutes() { h.Router.HandleFunc("/api/v1/user/create", h.CreateUser).Methods("POST") h.Router.HandleFunc("/api/v1/users/{id}", h.GetUserByID).Methods("GET") h.Router.HandleFunc("/api/v1/users/{id}", h.UpdateUser).Methods("PUT") h.Router.HandleFunc("/api/v1/users/{id}", h.DeleteUser).Methods("DELETE") }
Next, define the handler functions and their functionalities. Here are the CreateUser, GetUserByID, UpdateUser and DeleteUser functions that are responsible for intercepting HTTP requests and responding based on the operation.
// internal/http/users.go // CreateUser decodes a User object from the HTTP request body and then tries to create a new user in the database using the CreateUser method of the UserService interface. // If the user is successfully created, it encodes and sends the created user as a response. func (h *Handler) CreateUser(writer http.ResponseWriter, request *http.Request) { // Decode the incoming JSON request body into a User struct var u users.User if err := json.NewDecoder(request.Body).Decode(&u); err != nil { // If decoding fails, respond with a Bad Request status and log the error http.Error(writer, "Failed to decode request body", http.StatusBadRequest) log.Println("Failed to decode request body:", err) return } // Try to create the user using the CreateUser method of UserService err := h.Users.CreateUser(request.Context(), &u) if err != nil { // If user creation fails, respond with an Internal Server Error status and log the error http.Error(writer, "Failed to create user", http.StatusInternalServerError) log.Println("Failed to create user:", err) return } // Set the response content type to JSON, set the status to Created, and encode and send the created user as the response writer.Header().Set("Content-Type", "application/json") writer.WriteHeader(http.StatusCreated) if err := json.NewEncoder(writer).Encode(u); err != nil { // If encoding the response fails, log the error (Panicln is used for critical errors) log.Panicln("Failed to encode response:", err) } } // GetUserByID extracts the id from the URL parameters and then fetches the user with that id from the database using the GetUserByID method of the UserService interface. // If the user is found, it encodes and sends the user as a response. func (h *Handler) GetUserByID(writer http.ResponseWriter, request *http.Request) { // Extract the 'id' parameter from the URL and convert it to an integer vars := mux.Vars(request) id, err := strconv.ParseInt(vars["id"], 10, 64) if err != nil { // If parsing the 'id' fails, respond with a Bad Request status and the error message http.Error(writer, err.Error(), http.StatusBadRequest) return } // Fetch the user with the given 'id' using the GetUserByID method of UserService u, err := h.Users.GetUserByID(request.Context(), id) if err != nil { // If fetching the user fails, log the error log.Println(err) return } // Encode and send the fetched user as the response if err := json.NewEncoder(writer).Encode(u); err != nil { // If encoding the response fails, log the error (Panicln is used for critical errors) log.Panicln(err) } } // UpdateUser updates a user by ID. func (h *Handler) UpdateUser(writer http.ResponseWriter, request *http.Request) { // Extract the 'id' parameter from the URL and convert it to an integer vars := mux.Vars(request) id, err := strconv.ParseInt(vars["id"], 10, 64) if err != nil { // If parsing the 'id' fails, respond with a Bad Request status and the error message http.Error(writer, err.Error(), http.StatusBadRequest) return } // Decode the request body to get the updated user information var u users.User if err := json.NewDecoder(request.Body).Decode(&u); err != nil { // If decoding the request body fails, respond with a Bad Request status http.Error(writer, "Invalid request body", http.StatusBadRequest) return } // Update the user using the UpdateUser method of UserService err = h.Users.UpdateUser(request.Context(), u, uint(id)) if err != nil { // If updating the user fails, respond with an Internal Server Error status and log the error http.Error(writer, "Failed to update user", http.StatusInternalServerError) log.Println(err) return } // Encode and send the updated user as the response if err := json.NewEncoder(writer).Encode(u); err != nil { // If encoding the response fails, respond with an Internal Server Error status and log the error (Panicln is used for critical errors) http.Error(writer, "Failed to encode response", http.StatusInternalServerError) log.Panicln(err) } } // DeleteUser deletes a user by ID. func (h *Handler) DeleteUser(writer http.ResponseWriter, request *http.Request) { // Extract the 'id' parameter from the URL and convert it to an integer vars := mux.Vars(request) id, err := strconv.ParseInt(vars["id"], 10, 64) if err != nil { // If parsing the 'id' fails, respond with a Bad Request status and the error message http.Error(writer, err.Error(), http.StatusBadRequest) return } // Delete the user using the DeleteUser method of UserService err = h.Users.DeleteUser(request.Context(), uint(id)) if err != nil { // If deleting the user fails, respond with an Internal Server Error status and log the error http.Error(writer, "Failed to delete user", http.StatusInternalServerError) log.Println(err) return } // Send a success response with a No Content status (204) writer.WriteHeader(http.StatusNoContent) }
Now, you can write the functionality for starting the server.
// internal/http/handler.go // Serve - gracefully serves our newly set up handler function func (h *Handler) Serve() error { if err := h.Server.ListenAndServe(); err != nil { log.Println(err) } }
The Serve function starts the server on the specified port and returns an error if there’s any during the process.
Import the implementations in your main.go file to couple the implementations and run your app.
package main import ( "BetterApp/internal/http" "BetterApp/internal/models" "BetterApp/internal/users" "fmt" "log" )
You can declare a Run function that instantiates the startup of your app in the main.go file and then call the function in the main function.
//cmd/server/main.go // Run - is going to be responsible for / the instantiation and startup of our / go application func Run() error { fmt.Println("starting up the application...") // create a database instance variable store, err := models.NewDatabase() if err != nil { log.Println("Database Connection Failure") return err } // initialize the migrations functionality on the new database if err := store.MigrateDB(); err != nil { log.Println("failed to setup store migrations") return err } // set the database instance as the store for the user service implementation userService := users.NewService(store) // initialize a new handler with the user service handler := http.NewHandler(userService) // call the serve function to start the server if err := handler.Serve(); err != nil { log.Println("failed to gracefully serve our application") return err } return nil }
The Run function creates a database instance, initializes migrations functionality, initializes the HTTP and User implementations and starts the server.
You can call the Run function in the main function to launch your application.
//cmd/server/main.go func main() { fmt.Println("Go REST API Tutorial") if err := Run(); err != nil { log.Println(err) } }
The application should run fine before you consider containerizing it with Docker.
Now that you’ve successfully built and ran the program, you can proceed to containerize it with Docker.
Your Dockerfile will have two stages, the build and final stage. This approach reduces image size, minimizes security risks by reducing the attack surface, ensures efficient runtime performance, and facilitates reproducibility across different development and deployment stages.
You’ll also use Alpine Linux as the base image of your Docker images since they’re more efficient and secure with minimalist design results in smaller image sizes, faster builds, and reduced attack surfaces.
Using the build and final stages in a Dockerfile allows for the efficient creation of Docker images. The build stage starts with a base image containing build tools and dependencies, compiles application artifacts, and generates a potentially large intermediate image.
Here’s the contents of the Dockerfile for the Build Stage:
# Build stage FROM golang:1.20-alpine AS build # Set the working directory inside the container WORKDIR /app # Copy the Go application source code into the container COPY . . # Build the Go application RUN go build -o server ./cmd/server
The final stage employs a smaller base image, copies only necessary runtime components, and results in a compact image optimized for production.
Here are the contents of your Dockerfile for the final stage:
# Final stage FROM alpine:latest # Set the working directory inside the final container WORKDIR /app # Copy the binary built in the previous stage COPY --from=build /app/server . # Expose the port your application will listen on (adjust as needed) EXPOSE 8080 # Run your Go application CMD ["./server"]
After Writing the Dockerfile, you can proceed to build and run the file.
Run this command to build the Docker image from the file with the build command.
docker build -t betterapp .
The -t flag specifies the tag for the Docker image as betterapp and the following dot (.) specifies that you want to build the Dockerfile in the current directory.
You can run the image with the run command and specify a port mapping from the container to your host machine with the -p flag.
docker run -p 8080:8080 \ -e DB_HOST=ep-silent-dew-52667493-pooler.us-east-2.aws.neon.tech \ -e DB_PORT=5432 \ -e DB_USERNAME=Goodnessuc \ -e DB_PASSWORD=foOEky9F2reG \ -e DB_NAME=neondb \ -e SSL_MODE=require \ betterapp
The subsequent -e flags are for specifying environment variables since for your application.
Docker Compose is a container orchestration tool that simplifies working with multiple Docker containers. You can use Docker compose to orchestrate your Go apps and their components.
You’ll use a YAML file to specify the instruction and Docker compose will setup your applications to save you time and complexity.
First, create a Docker Compose YAML file with the command below and open the file in your editor:
touch docker-compose.yml
After creating the Dockerfile, you can start writing the commands and directives for deploying your app:
version: "3.8" services: db: image: postgres:12.2-alpine container_name: "betterapp" ports: - "5433:5432" environment: - POSTGRES_DB=postgres - POSTGRES_USER=postgres - POSTGRES_PASSWORD=postgres networks: - fullstack volumes: - database_postgres:/var/lib/postgresql/data api: build: . container_name: "betterapp-rest-api" environment: DB_USERNAME: "postgres" DB_PASSWORD: "postgres" DB_DB: "postgres" DB_HOST: "db" DB_TABLE: "postgres" DB_PORT: "5432" SSL_MODE: "disable" ports: - "8080:8080" depends_on: - db networks: - fullstack volumes: database_postgres: networks: fullstack: driver: bridge
The YAML file defines two services: my-postgres which is the database container instance and the web service, which is your Go application before configuring their environment variables, ports, and dependencies.
Now, you can proceed to build the images with the docker-compose build command.
docker-compose build
Your output should be similar to this:
Finally, you can run your containers with the docker-compose up command.
docker-compose up -d
The -d flag runs the containers in detached mode which makes it agnostic of the terminal session.
Here’s the result of running the command:
You can close your terminal, and the container should continue running.
You can run the CURL requests to test your API once the containers are up:
# Create a new user # POST /api/v1/user/create curl -X POST \ -H "Content-Type: application/json" \ -d '{"username": "alice_smith", "email": "[email protected]", "is_active": true}' \ http://localhost:8080/api/v1/user/create # Get user by ID # Assuming the user ID of Alice Smith is 2 # GET /api/v1/users/{id} curl -X GET http://localhost:8080/api/v1/users/1 # Update user by ID # Let's update Alice Smith's username and email address # PUT /api/v1/users/{id} curl -X PUT \ -H "Content-Type: application/json" \ -d '{"username": "alice_wonder", "email": "[email protected]", "is_active": true}' \ http://localhost:8080/api/v1/users/1 # Delete user by ID # DELETE /api/v1/users/{id} curl -X DELETE http://localhost:8080/api/v1/users/1
Congratulations, you’ve successfully deployed and run a working Go app with Docker and Docker Compose.
You’ve learned how to build and simplify your Go app’s deployment with Docker and Docker Compose. As you continue on your development journey, the skills and understanding you've gained here will prove to be essential assets in ensuring smooth deployments and operational excellence.
Consider exploring advanced Docker features like optimizing Dockerfile builds or implementing Docker Swarm for larger applications.
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