--- title: Generating Ent Schemas from Existing SQL Databases author: Zeev Manilovich authorURL: "https://github.com/zeevmoney" authorImageURL: "https://avatars.githubusercontent.com/u/7361100?v=4" --- A few months ago the Ent project announced the [Schema Import Initiative](https://entgo.io/blog/2021/05/04/announcing-schema-imports), its goal is to help support many use cases for generating Ent schemas from external resources. Today, I'm happy to share a project I’ve been working on: **entimport** - an _importent_ (pun intended) command line tool designed to create Ent schemas from existing SQL databases. This is a feature that has been requested by the community for some time, so I hope many people find it useful. It can help ease the transition of an existing setup from another language or ORM to Ent. It can also help with use cases where you would like to access the same data from different platforms (such as to automatically sync between them). The first version supports both MySQL and PostgreSQL databases, with some limitations described below. Support for other relational databases such as SQLite is in the works. ## Getting Started To give you an idea of how `entimport` works, I want to share a quick example of end to end usage with a MySQL database. On a high-level, this is what we’re going to do: 1. Create a Database and Schema - we want to show how `entimport` can generate an Ent schema for an existing database. We will first create a database, then define some tables in it that we can import into Ent. 2. Initialize an Ent Project - we will use the Ent CLI to create the needed directory structure and an Ent schema generation script. 3. Install `entimport` 4. Run `entimport` against our demo database - next, we will import the database schema that we’ve created into our Ent project. 5. Explain how to use Ent with our generated schemas. Let's get started. ### Create a Database We’re going to start by creating a database. The way I prefer to do it is to use a [Docker](https://docs.docker.com/get-docker/) container. We will use a `docker-compose` which will automatically pass all needed parameters to the MySQL container. Start the project in a new directory called `entimport-example`. Create a file named `docker-compose.yaml` and paste the following content inside: ```yaml version: "3.7" services: mysql8: platform: linux/amd64 image: mysql environment: MYSQL_DATABASE: entimport MYSQL_ROOT_PASSWORD: pass healthcheck: test: mysqladmin ping -ppass ports: - "3306:3306" ``` This file contains the service configuration for a MySQL docker container. Run it with the following command: ```shell docker-compose up -d ``` Next, we will create a simple schema. For this example we will use a relation between two entities: - User - Car Connect to the database using MySQL shell, you can do it with the following command: > Make sure you run it from the root project directory ```shell docker-compose exec mysql8 mysql --database=entimport -ppass ``` ```sql create table users ( id bigint auto_increment primary key, age bigint not null, name varchar(255) not null, last_name varchar(255) null comment 'surname' ); create table cars ( id bigint auto_increment primary key, model varchar(255) not null, color varchar(255) not null, engine_size mediumint not null, user_id bigint null, constraint cars_owners foreign key (user_id) references users (id) on delete set null ); ``` Let's validate that we've created the tables mentioned above, in your MySQL shell, run: ```sql show tables; +---------------------+ | Tables_in_entimport | +---------------------+ | cars | | users | +---------------------+ ``` We should see two tables: `users` & `cars` ### Initialize Ent Project Now that we've created our database, and a baseline schema to demonstrate our example, we need to create a [Go](https://golang.org/doc/install) project with Ent. In this phase I will explain how to do it. Since eventually we would like to use our imported schema, we need to create the Ent directory structure. Initialize a new Go project inside a directory called `entimport-example` ```shell go mod init entimport-example ``` Run Ent Init: ```shell go run -mod=mod entgo.io/ent/cmd/ent new ``` The project should look like this: ``` ├── docker-compose.yaml ├── ent │ ├── generate.go │ └── schema └── go.mod ``` ### Install entimport OK, now the fun begins! We are finally ready to install `entimport` and see it in action. Let’s start by running `entimport`: ```shell go run -mod=mod ariga.io/entimport/cmd/entimport -h ``` `entimport` will be downloaded and the command will print: ``` Usage of entimport: -dialect string database dialect (default "mysql") -dsn string data source name (connection information) -schema-path string output path for ent schema (default "./ent/schema") -tables value comma-separated list of tables to inspect (all if empty) ``` ### Run entimport We are now ready to import our MySQL schema to Ent! We will do it with the following command: > This command will import all tables in our schema, you can also limit to specific tables using `-tables` flag. ```shell go run ariga.io/entimport/cmd/entimport -dialect mysql -dsn "root:pass@tcp(localhost:3306)/entimport" ``` Like many unix tools, `entimport` doesn't print anything on a successful run. To verify that it ran properly, we will check the file system, and more specifically `ent/schema` directory. ```console {5-6} ├── docker-compose.yaml ├── ent │ ├── generate.go │ └── schema │ ├── car.go │ └── user.go ├── go.mod └── go.sum ``` Let’s see what this gives us - remember that we had two schemas: the `users` schema and the `cars` schema with a one to many relationship. Let’s see how `entimport` performed. ```go title="entimport-example/ent/schema/user.go" type User struct { ent.Schema } func (User) Fields() []ent.Field { return []ent.Field{field.Int("id"), field.Int("age"), field.String("name"), field.String("last_name").Optional().Comment("surname")} } func (User) Edges() []ent.Edge { return []ent.Edge{edge.To("cars", Car.Type)} } func (User) Annotations() []schema.Annotation { return nil } ``` ```go title="entimport-example/ent/schema/car.go" type Car struct { ent.Schema } func (Car) Fields() []ent.Field { return []ent.Field{field.Int("id"), field.String("model"), field.String("color"), field.Int32("engine_size"), field.Int("user_id").Optional()} } func (Car) Edges() []ent.Edge { return []ent.Edge{edge.From("user", User.Type).Ref("cars").Unique().Field("user_id")} } func (Car) Annotations() []schema.Annotation { return nil } ``` > **`entimport` successfully created entities and their relation!** So far looks good, now let’s actually try them out. First we must generate the Ent schema. We do it because Ent is a **schema first** ORM that [generates](https://entgo.io/docs/code-gen) Go code for interacting with different databases. To run the Ent code generation: ```shell go generate ./ent ``` Let's see our `ent` directory: ``` ... ├── ent │ ├── car │ │ ├── car.go │ │ └── where.go ... │ ├── schema │ │ ├── car.go │ │ └── user.go ... │ ├── user │ │ ├── user.go │ │ └── where.go ... ``` ### Ent Example Let’s run a quick example to verify that our schema works: Create a file named `example.go` in the root of the project, with the following content: > This part of the example can be found [here](https://github.com/zeevmoney/entimport-example/blob/master/part1/example.go) ```go title="entimport-example/example.go" package main import ( "context" "fmt" "log" "entimport-example/ent" "entgo.io/ent/dialect" _ "github.com/go-sql-driver/mysql" ) func main() { client, err := ent.Open(dialect.MySQL, "root:pass@tcp(localhost:3306)/entimport?parseTime=True") if err != nil { log.Fatalf("failed opening connection to mysql: %v", err) } defer client.Close() ctx := context.Background() example(ctx, client) } ``` Let's try to add a user, write the following code at the end of the file: ```go title="entimport-example/example.go" func example(ctx context.Context, client *ent.Client) { // Create a User. zeev := client.User. Create(). SetAge(33). SetName("Zeev"). SetLastName("Manilovich"). SaveX(ctx) fmt.Println("User created:", zeev) } ``` Then run: ```shell go run example.go ``` This should output: `# User created: User(id=1, age=33, name=Zeev, last_name=Manilovich)` Let's check with the database if the user was really added ```sql SELECT * FROM users WHERE name = 'Zeev'; +--+---+----+----------+ |id|age|name|last_name | +--+---+----+----------+ |1 |33 |Zeev|Manilovich| +--+---+----+----------+ ``` Great! now let's play a little more with Ent and add some relations, add the following code at the end of the `example()` func: > make sure you add `"entimport-example/ent/user"` to the import() declaration ```go title="entimport-example/example.go" // Create Car. vw := client.Car. Create(). SetModel("volkswagen"). SetColor("blue"). SetEngineSize(1400). SaveX(ctx) fmt.Println("First car created:", vw) // Update the user - add the car relation. client.User.Update().Where(user.ID(zeev.ID)).AddCars(vw).SaveX(ctx) // Query all cars that belong to the user. cars := zeev.QueryCars().AllX(ctx) fmt.Println("User cars:", cars) // Create a second Car. delorean := client.Car. Create(). SetModel("delorean"). SetColor("silver"). SetEngineSize(9999). SaveX(ctx) fmt.Println("Second car created:", delorean) // Update the user - add another car relation. client.User.Update().Where(user.ID(zeev.ID)).AddCars(delorean).SaveX(ctx) // Traverse the sub-graph. cars = delorean. QueryUser(). QueryCars(). AllX(ctx) fmt.Println("User cars:", cars) ``` > This part of the example can be found [here](https://github.com/zeevmoney/entimport-example/blob/master/part2/example.go) Now do: `go run example.go`. After Running the code above, the database should hold a user with 2 cars in a O2M relation. ```sql SELECT * FROM users; +--+---+----+----------+ |id|age|name|last_name | +--+---+----+----------+ |1 |33 |Zeev|Manilovich| +--+---+----+----------+ SELECT * FROM cars; +--+----------+------+-----------+-------+ |id|model |color |engine_size|user_id| +--+----------+------+-----------+-------+ |1 |volkswagen|blue |1400 |1 | |2 |delorean |silver|9999 |1 | +--+----------+------+-----------+-------+ ``` ### Syncing DB changes Since we want to keep the database in sync, we want `entimport` to be able to change the schema after the database was changed. Let's see how it works. Run the following SQL code to add a `phone` column with a `unique` index to the `users` table: ```sql alter table users add phone varchar(255) null; create unique index users_phone_uindex on users (phone); ``` The table should look like this: ```sql describe users; +-----------+--------------+------+-----+---------+----------------+ | Field | Type | Null | Key | Default | Extra | +-----------+--------------+------+-----+---------+----------------+ | id | bigint | NO | PRI | NULL | auto_increment | | age | bigint | NO | | NULL | | | name | varchar(255) | NO | | NULL | | | last_name | varchar(255) | YES | | NULL | | | phone | varchar(255) | YES | UNI | NULL | | +-----------+--------------+------+-----+---------+----------------+ ``` Now let's run `entimport` again to get the latest schema from our database: ```shell go run -mod=mod ariga.io/entimport/cmd/entimport -dialect mysql -dsn "root:pass@tcp(localhost:3306)/entimport" ``` We can see that the `user.go` file was changed: ```go title="entimport-example/ent/schema/user.go" func (User) Fields() []ent.Field { return []ent.Field{field.Int("id"), ..., field.String("phone").Optional().Unique()} } ``` Now we can run `go generate ./ent` again and use the new schema to add a `phone` to the User entity. ## Future Plans As mentioned above this initial version supports MySQL and PostgreSQL databases. It also supports all types of SQL relations. I have plans to further upgrade the tool and add features such as missing PostgreSQL fields, default values, and more. ## Wrapping Up In this post, I presented `entimport`, a tool that was anticipated and requested many times by the Ent community. I showed an example of how to use it with Ent. This tool is another addition to Ent schema import tools, which are designed to make the integration of ent even easier. For discussion and support, [open an issue](https://github.com/ariga/entimport/issues/new). The full example can be found [in here](https://github.com/zeevmoney/entimport-example). I hope you found this blog post useful! :::note For more Ent news and updates: - Subscribe to our [Newsletter](https://entgo.substack.com/) - Follow us on [Twitter](https://twitter.com/entgo_io) - Join us on #ent on the [Gophers Slack](https://entgo.io/docs/slack) - Join us on the [Ent Discord Server](https://discord.gg/qZmPgTE6RX) :::