Odyssey

Lift-off II: Resolvers

Journey of a GraphQL queryExploring our dataApollo RESTDataSourceImplementing our RESTDataSourceThe shape of a resolverImplementing query resolversConnecting the dots in server-landQuerying live dataErrors! When something goes wrongJourney's end
5. The shape of a resolver
3m

Our RESTDataSource is ready to use, but we don't yet have any resolvers to use it!

A resolver's mission is to populate the data for a field in your schema. Your mission is to implement those resolvers!

What exactly is a resolver? A resolver is a function. It has the same name as the field that it populates data for. It can fetch data from any data source, then transforms that data into the shape your client requires.

Hand-drawn illustration depicting a resolver function retrieving data from data-land

In server/src/ we'll start by creating a resolvers.js file.

In that file, we'll declare a resolvers constant, assigning it an empty object for now. Let's export it, because we'll need it in our server config options.

const resolvers = {};
module.exports = resolvers;
export const resolvers = {};

Our resolvers object's keys will correspond to our schema's types and fields.

To create a resolver for the tracksForHome field, we'll first add a Query key to our resolvers object. The value of that key will be another object that contains the tracksForHome key.

This tracksForHome key is where we'll define our resolver function for the corresponding field.

While we're here, let's add a comment above the resolver to clarify what it does.

Inside the resolvers object:

Query: {
// returns an array of Tracks that will be used to populate
// the homepage grid of our web client
tracksForHome: () => {},
}
Which of the following are true about resolvers?

How will our resolvers interact with our data source? This is where contextValue comes in. Resolver functions have a specific signature with four optional parameters: parent, args, contextValue, and info.

Hand-drawn illustration depicting a resolver function signature with its four parameters
tracksForHome: (parent, args, contextValue, info) => {},

Let's go over each parameter briefly to understand what they're responsible for:

  • parent:
    parent is the returned value of the resolver for this field's parent. This will be useful when dealing with resolver chains.
  • args:
    args is an object that contains all GraphQL arguments that were provided for the field by the GraphQL operation. When querying for a specific item (such as a specific track instead of all tracks), in client-land we'll make a query with an id argument that will be accessible via this args parameter in server-land. We'll cover this further in Lift-off III.
  • contextValue:
    contextValue is an object shared across all resolvers that are executing for a particular operation. The resolver needs this argument to share state, like authentication information, a database connection, or in our case the RESTDataSource.
  • info:
    info contains information about the operation's execution state, including the field name, the path to the field from the root, and more. It's not used as frequently as the others, but it can be useful for more advanced actions like setting cache policies at the resolver level.
What is the contextValue parameter useful for?
Code Challenge!

Write an empty resolver function for the field spaceCats with all four parameters as described above. The function should not return anything. Use arrow function syntax.

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In this course, we'll be focusing on contextValue, the third positional argument that's passed to every resolver function. Let's dig into it.

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              resolvers

              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 });
              },
              },
              };
              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
              }
              resolvers

              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 });
              },
              },
              };
              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
              }
              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
              }
              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
              }
              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
              }
              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 });
              },
              },
              };
              resolvers

              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 });
              },
              },
              };
              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.

              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
              }
              operation

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

              querying

              A request for specific data from a GraphQL server. Clients define the structure of the response, enabling precise and efficient data retrieval.

              query

              A request for specific data from a GraphQL server. Clients define the structure of the response, enabling precise and efficient 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")
              }
              }
              resolvers

              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 });
              },
              },
              };
              operation

              A single query, mutation, or subscription that clients send to a GraphQL server to request or manipulate 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")
              }
              }
              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
              }
              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 });
              },
              },
              };

              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