Amplify GraphQL Transform

We also have the ability to add powerful features such as Elasticsearch, user authorization, & data relations using the Amplify GraphQL Transform library directly from the CLI in our local environment.

Amplify GraphQL Transform is a library for simplifying the process of developing, deploying, and maintaining GraphQL APIs. With it you define your API using the GraphQL Schema Definition Language (SDL) and then pass it to the library where it is transformed and implements your API’s data model in AWS AppSync.

While the library comes with transformers to do most of the work you would need to build a typical API, you can also even write your own GraphQL Transformer.

For example, if we wanted to scaffold out a GraphQL API that created a data-source, resolvers, schema, & then streamed all data to Elasticsearch we could create the following type & push it up using the AWS Amplify CLI:

type Pet @model @searchable {

id: ID!

name: String!

description: String

}

In the above schema, the annotations @model & @searchable will create the datasources & all of the resources automatically for us.

There is also a @connection annotation that allows you to specify relationships between @model object types & an @auth annotation that allows you to specify authorization schemes within your GraphQL API.

Let’s look at how to create a new AWS Appsync API using the Amplify CLI with the Amplify GraphQL Transform library & connect it to a client-side React application.

1. Install & configure the CLI

First, we’ll install the AWS Amplify CLI:

npm i -g @aws-amplify/cli

With the AWS Amplify CLI installed, we now need to configure it with an IAM User:

amplify configure

For a video walkthrough of how to configure the AWS Amplify CLI, click here.

2. Connect the API to a client app

Next, we’ll create a new React app & change into the new directory:

npx create-react-app blog-app cd blog-app

Now we’ll need to install the AWS Amplify client libraries:

yarn add aws-amplify aws-amplify-react # or npm install --save aws-amplify aws-amplify-react

3. Initialize the AWS Amplify project

From within the root directory or the newly created React app, let’s initialize a new AWS Amplify project:

amplify init

When asked if you’d like to use an AWS profile, choose Yes, using the profile we created when we configured the project earlier.

Once the project has been initialized, we’ll add the GraphQL API feature to our Amplify project:

amplify add api

This will walk us through the following steps to create the AWS AppSync GraphQL API:

Please select from one of the below mentioned services: GraphQL

Provide API name: blogapp

Choose an authorization type for the API: API_KEY

Do you have an annotated GraphQL schema?: N

Do you want a guided schema creation? Y

What best describes your project: One-to-many relationship (e.g., “Blogs” with “Posts” and “Comments”)

Do you want to edit the schema now? Y

This will open a pre-populated Schema in your editor of choice & also give you the local file path of the new schema that was created.

Let’s take a look at the Schema. We’ll also make a small update by adding the content field to the Post type. Once you’ve updated the Schema, go ahead and save the file:

In the above schema, we see that the Post & Blog types have the @model annotation. Object types that are annotated with @model are top-level entities in the generated API. When pushed, they will create DynamoDB tables as well as additional Schema & resolvers to hook everything together.

To learn more about the @model annotation, click here.

We also see the @connection annotation used in the types. The @connection annotation enables you to specify relationships between @model object types. Currently, @connection supports one-to-one, one-to-many, and many-to-one relationships. An error is thrown if you try to configure a many-to-many relationship.

To learn more about the @connection type, click here.

With the schema ready to go, we can now push everything to execute the creation of the resources:

amplify push

Once the resources are created, we’re ready to create the app & begin interacting with the API.

We can also now view the API in the AWS AppSync dashboard by clicking on the new API name.

From the AWS AppSync dashboard we can also begin executing queries & mutations by clicking on Queries in the left menu:

Let’s try to create a new blog with posts & comments & then query for the blog data.

In the AWS AppSync dashboard, click on Queries.

First, we’ll create a new blog:

mutation createBlog {

createBlog(input: {

name: "My Programming Blog"

}) {

id

name

}

}

Next, we’ll create a new post in this blog (replace the postBlogId with the id returned from the above mutation):

mutation createPost {

createPost(input: {

title: "Hello World from my programming blog"

content: "Welcome to my blog!"

postBlogId: "bcb298e6-62ec-4614-9ab7-773fd811948e"

}) {

id

title

}

}

Now, let’s create a comment for this post (replace commentPostId with the ID returned from the above mutation):

mutation createComment {

createComment(input: {

content: "This post is terrible"

commentPostId: "ce335dce-2c91-4fed-a953-9ca132f129cf"

}) {

id

}

}

Finally, we can query the blog to see all articles & comments (replace the ID with the id of your blog):

query getBlog {

getBlog(id: "bcb298e6-62ec-4614-9ab7-773fd811948e") {

name

posts {

items {

comments {

items {

content

}

}

title

id

content

blog {

name

}

}

}

}

}

4. Connect to the API from React

To connect to the new API, we first need to configure our React project with our Amplify project credentials. You will notice a new file called aws-exports.js located in the src directory. This file holds all of the information our local project needs to know about our cloud resources.

To configure the project, open src/index.js & add the following below the last import:

import Amplify from '@aws-amplify/core'

import config from './aws-exports'

Amplify.configure(config)

Now, we can begin performing mutations, queries & searches against the API.

The definitions for the GraphQL mutations that we will be executing will look like the this:

// Create a new blog

const CreateBlog = `mutation($name: String!) {

createBlog(input: {

name: $name

}) {

id

}

}` // Create a post and associate it with the blog via the "postBlogId" input field

const CreatePost = `mutation($blogId:ID!, $title: String!, $content: String!) {

createPost(input:{

title: $title, postBlogId: $blogId, content: $content

}) {

id

}

}` // Create a comment and associate it with the post via the "commentPostId" input field

const CommentOnPost = `mutation($commentPostId: ID!, $content: String) {

createComment(input:{

commentPostId: $commentPostId, content: $content

}) {

id

}

}`

The definition for the GraphQL query that we will be executing will look like this:

// Get a blog, its posts, and its posts comments

const GetBlog = `query($blogId:ID!) {

getBlog(id:$blogId) {

id

name

posts {

items {

id

title

content

comments {

items {

id

content

}

}

}

}

}

}`

5. Configure the client application

The first thing to do is configure Amplify with your web application. In the root of your app (in React this will be src/index.js ), below the last import, add the following code:

import Amplify from 'aws-amplify'

import config from './aws-exports'

Amplify.configure(config)

Now, we can begin executing operations agains the API.

6. Perform mutations from the client

Creating a new blog:

// import the API & graphqlOperation helpers as well as the mutation

import { API, graphqlOperation } from 'aws-amplify'

import { CreateBlog } from './your-graphql-definition-location' // next, we create a function to interact with the API

state = { blogName: '' }

createBlog = async () => {

const blog = { name: this.state.blogName }

await API.graphql(graphqlOperation(CreateBlog, blog))

console.log('blog successfully created')

}

Creating a post for a blog:

// import the API & graphqlOperation helpers as well as the mutation

import { API, graphqlOperation } from 'aws-amplify'

import { CreatePost } from './your-graphql-definition-location' // next, we create a function to interact with the API

state = { postTitle: '' , postContent: '' }

createBlog = async () => {

const post = {

title: this.state.postTitle,

content: this.state.postContent,

postBlogId: this.props.blogId // Or where your blogId data lives

}

await API.graphql(graphqlOperation(CreatePost, post))

console.log('post successfully created')

}

Commenting on a post:

// import the API & graphqlOperation helpers as well as the mutation

import { API, graphqlOperation } from 'aws-amplify'

import { CommentOnPost } from './your-graphql-definition-location' // next, we create a function to interact with the API

state = { content: '' }

createBlog = async () => {

const comment = {

content: this.state.content,

commentPostId: this.props.commentPostId // Or where your commentPostId data lives

}

await API.graphql(graphqlOperation(CommentOnPost, comment))

console.log('comment successfully created')

}

7. Perform queries from the client

Listing blog with posts & post comments:

// import the API & graphqlOperation helpers as well as the query

import { API, graphqlOperation } from 'aws-amplify'

import { GetBlog } from './your-graphql-definition-location' // next, we create a function to interact with the API

getBlog = async () => {

const data = await API.graphql(graphqlOperation(GetBlog, { id: this.props.blogId }))

console.log('blog successfully fetched', data)

}

8. Modify the schema