Odyssey

Intro to GraphQL with Python and Strawberry
beta

Overview and setupWhat is GraphQL?StrawberryHello worldApollo Sandbox ExplorerBuilding a schemaThe Query entry pointREST as a data sourceThe contextResolvers & data sourcesGraphQL argumentsA playlist's tracksResolver chainsMutation responseMutation input
15. Mutation input
5m

Overview

Let's finish up our mutation!

In this lesson, we will:

  • Learn about common conventions for mutation arguments and the input type
  • Learn how to use the mutation response to handle successful and failed actions

Mutation arguments & input

We've used a GraphQL argument before in the Query.playlist field — we passed in one argument called id.

GraphQL schema
type Query {
playlist(id: ID!): Playlist
}

For the addItemsToPlaylist mutation, we'll need more than one argument.

From the documentation, we need the following parameters:

  • playlist_id: The ID of the playlist, as a string
  • position: An integer, zero-indexed, where we want to insert the track(s)
  • uris: A comma-separated string of uri values corresponding to the tracks we want to add

We could use all three as arguments, but it's a good practice to use GraphQL input types as arguments for a field.

The input type in a GraphQL schema is a special object type that groups a set of arguments together, and can then be used as an argument to another field.

As a naming convention, we add the Input suffix to a type's name and give it the same name as the mutation it's associated with.

In our case, we can name our argument to the addItemsToPlaylist field as AddItemsToPlaylistInput. Let's go ahead and bring it to life!

The AddItemsToPlaylistInput type

Let's create a new file called add_items_playlist_input.py under the api/types folder and define a class called AddItemsToPlaylistInput.

api/types/add_items_to_playlist_input.py
import strawberry
class AddItemsToPlaylistInput:
...

We'll also need to define this class as a GraphQL input type using the @strawberry.input decorator. Similar to the other Strawberry functions we've used so far, we can provide this function a name and description to use for the GraphQL schema.

Let's go ahead and apply the @strawberry.input decorator to the class.

api/types/add_items_to_playlist_input.py
@strawberry.input
class AddItemsToPlaylistInput:
...

Next, we'll add properties. Remember, we need the ID of the playlist and a list of URIs, at the very minimum. We could also specify the position in the playlist these items get added, but it's not required for the REST API. By default, tracks will be appended to the end of the playlist, so we're safe to omit it from our GraphQL schema. Remember, your GraphQL API does not need to match your REST API exactly!

api/types/add_items_to_playlist_input.py
playlist_id: strawberry.ID = strawberry.field(description="The ID of the playlist.")
uris: list[str] = strawberry.field(description="A list of Spotify URIs to add.")
import strawberry
@strawberry.input
class AddItemsToPlaylistInput:
playlist_id: strawberry.ID = strawberry.field(description="The ID of the playlist.")
uris: list[str] = strawberry.field(description="A list of Spotify URIs to add.")

Updating the resolver

Now let's make sure our resolver knows about this input. Back in api/mutation.py, we can add it to the parameters of our function. We'll name this resolver argument input.

Note that the input parameter can be named anything, like playlist_tracks or tracks_input for example! We recommend collaborating with your team to decide on naming conventions. Using input as the GraphQL argument name is a common convention.

api/mutation.py
def add_items_to_playlist(
self,
input: AddItemsToPlaylistInput
) -> AddItemsToPlaylistPayload:
...

Since we're here, let's also make the function async and add the info parameter. We'll need this later on to access the spotify_client.

api/mutation.py
async def add_items_to_playlist(
self,
input: AddItemsToPlaylistInput,
info: strawberry.Info
) -> AddItemsToPlaylistPayload:
...

Time to use our service and our input type! In the body of the resolver function, we'll use the add_tracks_to_playlist.asyncio method of our mock_spotify_rest_api_client package.

api/mutation.py
client = info.context["spotify_client"]
await add_tracks_to_playlist.asyncio(
playlist_id=input.playlist_id, uris=",".join(input.uris), client=client
)

Using the method signature as a guide, we can add the corresponding value from the input argument for playlist_id and uris. For the last parameter, we'll need to tweak the format a little. Since input.uris is a list of str types and the method expects a str type of comma-separated values, we'll use ",".join.

That's just the nature of the REST endpoint we're working with. To retrieve the playlist object, we do need to make a follow-up call using the get_playlist method we've used previously.

But where should we make that call? If we include it in this resolver, that means an additional REST call even when the playlist field isn't included in the GraphQL mutation!

We've already been through this situation before, where we made use of the resolver chain. However, in this case, we're going to keep the REST call included in this resolver. Thinking about the client app's needs, if they are adding tracks to a playlist, they will most likely include the the playlist and its list of tracks in the GraphQL operation! They want to see the results of their mutation after all.

Let's keep going. Inside the add_items_to_playlist resolver, we'll make a call to the get_playlist function.

api/mutation.py
data = await get_playlist.asyncio(playlist_id=input.playlist_id, client=client)
playlist = Playlist(id=data.id, name=data.name, description=data.description)

Look familiar? It's the code we used in our Query.playlist resolver.

Lastly, let's update the return value in our AddItemsToPlaylistPayload instance, specifically replacing the hard-coded playlist with the playlist variable instead.

api/mutation.py
return AddItemsToPlaylistPayload(
code=200,
success=True,
message="Successfully added items to playlist.",
playlist=playlist,
)

That's the success path taken care of! Now what about when something fails and an error pops up? Let's wrap our code so far in a try block and except any Exceptions that get thrown.

api/mutation.py
try:
await add_tracks_to_playlist.asyncio(
playlist_id=input.playlist_id, uris=",".join(input.uris), client=client
)
data = await get_playlist.asyncio(playlist_id=input.playlist_id, client=client)
playlist = Playlist(id=data.id, name=data.name, description=data.description)
return AddItemsToPlaylistPayload(
code=200,
success=True,
message="Successfully added items to playlist.",
playlist=playlist,
)
except Exception as e:
...

If something goes wrong, our return value should look a little different. We'll still return a AddItemsToPlaylistPayload type, but this time, the code will be 500, the success status will be false and we'll return whatever message the exception has. The playlist parameter will be set to None.

api/mutation.py
return AddItemsToPlaylistPayload(
code=500,
success=False,
message=str(e),
playlist=None,
)

Finally, let's not forget all the imports we need at the top of the file:

api/mutation.py
from .types.add_items_to_playlist_input import AddItemsToPlaylistInput
from mock_spotify_rest_api_client.api.playlists import (
add_tracks_to_playlist,
get_playlist,
)
import strawberry
from mock_spotify_rest_api_client.api.playlists import (
add_tracks_to_playlist,
get_playlist,
)
from .types.add_items_to_playlist_input import AddItemsToPlaylistInput
from .types.add_items_to_playlist_payload import AddItemsToPlaylistPayload
from .types.playlist import Playlist
@strawberry.type
class Mutation:
@strawberry.mutation(description="Add one or more items to a user's playlist.")
async def add_items_to_playlist(
self, info: strawberry.Info, input: AddItemsToPlaylistInput
) -> AddItemsToPlaylistPayload:
client = info.context["spotify_client"]
try:
await add_tracks_to_playlist.asyncio(
playlist_id=input.playlist_id, uris=",".join(input.uris), client=client
)
data = await get_playlist.asyncio(playlist_id=input.playlist_id, client=client)
playlist = Playlist(
id=data.id, name=data.name, description=data.description
)
return AddItemsToPlaylistPayload(
code=200,
success=True,
message="Successfully added items to playlist.",
playlist=playlist,
)
except Exception as e:
return AddItemsToPlaylistPayload(
code=500,
success=False,
message=str(e),
playlist=None,
)

Explorer time!

With the server running with our latest changes, let's start a new workspace tab and build our mutation from scratch. With the addition of the input argument, when we add the addItemsToPlaylist field, the GraphQL operation looks a little different:

http://localhost:8000

Explorer - AddItemsToPlaylist mutation

GraphQL operation
mutation AddItemsToPlaylist($input: AddItemsToPlaylistInput!) {
addItemsToPlaylist(input: $input) {
}
}

We can also see the Variables section with an input property in the JSON object:

Variables
{
"input": null
}

Let's start to fill in this input object. In the Documentation panel, click into the input field and add the three fields from AddItemsToPlaylistInput. Explorer will automatically update the variables for you.

http://localhost:8000

Explorer - AddItemsToPlaylist mutation adding variables for input

Variables
{
"input": {
"playlistId": null,
"uris": null
}
}

All we need to do is update those nulls! We'll use a new playlist ID and add an array with one URI in it. This is all mock data, so you can put whatever you want in there as a placeholder. It doesn't need to actually exist in the Spotify database.

Variables
{
"input": {
"playlistId": "6LB6g7S5nc1uVVfj00Kh6Z",
"uris": ["ASongAboutGraphQL"]
}
}
http://localhost:8000

Explorer - AddItemsToPlaylist mutation adding variables for input

Lastly, let's fill in the rest of the mutation with the fields we need. Add the code, success and message fields. Then for a playlist, add its details and its tracks!

GraphQL operation
mutation AddItemsToPlaylist($input: AddItemsToPlaylistInput!) {
addItemsToPlaylist(input: $input) {
code
message
success
playlist {
id
name
tracks {
id
name
}
}
}
}

That's a big mutation, press play to run! We should see our data come back successfully. At the bottom of the tracks list, we'll see the id set as the uri we passed in our variable, and the name as well.

http://localhost:8000

Explorer - AddItemsToPlaylist mutation adding variables for input

{
"data": {
"addItemsToPlaylist": {
"code": "200",
"message": "Successfully added items to playlist",
"success": true,
"playlist": {
"id": "4qP1j7LvQSAfNxs9iRei0W",
"name": "Zesty Culinary Harmony",
"tracks": [
{
"id": "2epbL7s3RFV81K5UhTgZje",
"name": "Lemon Tree"
},
{
"id": "3XS9vh8XN1NkXiAbXl2DBX",
"name": "Citrus_Groove"
},
{
"id": "0LQtEJt7x0s6knb6RKdRYc",
"name": "Chicken Fried"
},
{
"id": "ASongAboutGraphQL",
"name": "ASongAboutGraphQL (Mock Track)"
},
]
}
}
}
}

Note: Does your response look a little different? Because the REST API is shared across all Odyssey learners, you may see more or less tracks in your response. This is likely because other learners have added their own tracks to the playlist. We also reset the data regularly to keep things clean.

Amazing! Now check out what happens if you update the playlist ID to a value that doesn't exist.

Variables
{
"input": {
"playlistId": "DoesNotExist",
"uris": ["ASongAboutGraphQL"]
}
}
http://localhost:8000

Explorer - AddItemsToPlaylist mutation adding variables for input

When we run the mutation again, we'll still receive data, but this time we've got an error code, a failure message and a null playlist.

{
"data": {
"addItemsToPlaylist": {
"code": "500",
"message": "'NoneType' object has no attribute 'id'",
"success": false,
"playlist": null
}
}
}

Our mutation is working! 🎉

Practice

How can we use the input type in our schema?
When creating an input type for a mutation, what naming convention is commonly used?

Key takeaways

  • Mutations in GraphQL often require multiple arguments to perform actions. To group arguments together, we use a GraphQL input type for clarity and maintainability.
  • Strawberry uses @strawberry.input to mark Python classes as GraphQL input types.
  • We can access the input argument in the same way as any other GraphQL argument in the resolver function.

Conclusion

Bravo, you've done it, you've built a GraphQL API! You've got a working GraphQL server jam-packed with playlists and tracks using the Spotify REST API as a data source. You've written queries and mutations, and learned some common GraphQL conventions along the way. You've explored how to use GraphQL arguments, variables, and input types in your schema design. Take a moment to celebrate; that's a lot of learning!

And if you've got any requests for what you'd like to see next, let us know below!

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              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              arguments

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              field

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              arguments

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              arguments

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              field

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              GraphQL schema

              A GraphQL schema defines the structure and types of data that can be queried or mutated, serving as a contract between the server and clients.

              object type

              A type in a GraphQL schema that has one or more fields. User is an object type in the following example:

              type User {
              name: String!
              }
              arguments

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              field

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              field

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              GraphQL schema

              A GraphQL schema defines the structure and types of data that can be queried or mutated, serving as a contract between the server and clients.

              GraphQL schema

              A GraphQL schema defines the structure and types of data that can be queried or mutated, serving as a contract between the server and clients.

              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              field

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              operation

              A single query, mutation, or subscription that clients send to a GraphQL server to request or manipulate data.

              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              variable

              A placeholder for dynamic values in an operation allowing parameterization and reusability in requests. Variables can be used to fill arguments or passed to directives.

              query GetUser($userId: ID!) {
              user(id: $userId) {
              firstName
              }
              }

              In the query above, userId is a variable. The variable and its type are declared in the operation signature, signified by a $. The type of variable is a non-nullable ID. A variable's type must match the type of any argument it's used for.

              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              field

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              operation

              A single query, mutation, or subscription that clients send to a GraphQL server to request or manipulate data.

              field

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              variables

              A placeholder for dynamic values in an operation allowing parameterization and reusability in requests. Variables can be used to fill arguments or passed to directives.

              query GetUser($userId: ID!) {
              user(id: $userId) {
              firstName
              }
              }

              In the query above, userId is a variable. The variable and its type are declared in the operation signature, signified by a $. The type of variable is a non-nullable ID. A variable's type must match the type of any argument it's used for.

              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              fields

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              fields

              A unit of data that belongs to a type in a schema. Every GraphQL query requests one or more fields.

              type Author {
              # id, firstName, and lastName are all fields of the Author type
              id: Int!
              firstName: String
              lastName: String
              }
              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              variable

              A placeholder for dynamic values in an operation allowing parameterization and reusability in requests. Variables can be used to fill arguments or passed to directives.

              query GetUser($userId: ID!) {
              user(id: $userId) {
              firstName
              }
              }

              In the query above, userId is a variable. The variable and its type are declared in the operation signature, signified by a $. The type of variable is a non-nullable ID. A variable's type must match the type of any argument it's used for.

              Odyssey

              Apollo's official learning platform, featuring interactive tutorials, videos, code challenges, and certifications.

              mutation

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              Mutations

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              arguments

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              argument

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              resolver

              A function that populates data for a particular field in a GraphQL schema. For example:

              const resolvers = {
              Query: {
              author(root, args, context, info) {
              return find(authors, { id: args.id });
              },
              },
              };
              GraphQL

              An open-source query language and specification for APIs that enables clients to request specific data, promoting efficiency and flexibility in data retrieval.

              GraphQL server

              A server that contains a GraphQL schema and can resolve client-requested operations that are executed against that schema.

              mutations

              A GraphQL operation that modifies data on the server. It allows clients to perform create, update, or delete operations, altering the underlying data.

              arguments

              A key-value pair associated with a particular schema field that lets operations pass data to that field's resolver.

              Argument values can be hardcoded as literal values (shown below for clarity) or provided via GraphQL variables (recommended).

              query GetHuman {
              human(id: "200") {
              name
              height(unit: "meters")
              }
              }
              variables

              A placeholder for dynamic values in an operation allowing parameterization and reusability in requests. Variables can be used to fill arguments or passed to directives.

              query GetUser($userId: ID!) {
              user(id: $userId) {
              firstName
              }
              }

              In the query above, userId is a variable. The variable and its type are declared in the operation signature, signified by a $. The type of variable is a non-nullable ID. A variable's type must match the type of any argument it's used for.

              NEW COURSE ALERT

              Introducing Apollo Connectors

              Connectors are the new and easy way to get started with GraphQL, using existing REST APIs.

              Say goodbye to GraphQL servers and resolvers—now, everything happens in the schema!

              Take the course