I'm working with GraphQL and having some trouble finding the best way to pipe variables from the query to the result.
I have a schema like so:
type Fragment {
# The id of the fragment
id: String!
# The key of the fragment
key: String!
# The type of component
component_type: String!
# The params used to build the fragment
params: JSON
# Component data
data: JSON
children: [JSON]
items: [JSON]
}
The fragment is meant as a "cms" fragment. I want to pass some query data through to another backend after this resolves.
My query looks like this:
query getFragmentsWithItems($keys: [String!]!
$platform: PlatformType
$version: String
$userInfo: UserInput
$userId: Int
) {
fragmentsWithItems(keys: $keys, platform: $platform, version: $version, userInfo: $userInfo, userId: $userId) {
key
data
children
params
items
}
}
Here's the problem: I have some query data in the data field from the Fragment. That data is not available until that Fragment has resolved. I want to take that data and send it to a different backend. I want to do this with GraphQL, and I was hoping to do something like:
Fragment: () => {
async query(obj, args, context, info, {modles}) => {
const items = await models.getItems(obj.query_string);
}
}
But I need the user_info and user_id that I passed to the original query. Apparently that is only accessible from the info argument which is not meant to be used.
The other path I've taken is to have a manual resolver that does something like so:
const resolveFI = ({ keys, platform, version, userInfo, userId, models }) => {
if (!keys || !keys.length) {
return Promise.resolve(null);
}
return models.release.get({ platform, version }).then(release =>
Promise.all(
keys.map(key =>
models.fragments.get({
key,
platform,
version,
release: release.id
})
)
).then(data => {
const promises = [];
data.rows.forEach(r => {
if (r.data.query_data) {
const d = {
// Can just ignore
filters: r.data.query_data.filters || {},
user_info: userInfo,
user_id: userId
};
promises.push(
new Promise(resolve => {
resolve(
models.itemSearch.get(d).then(i => ({ items: i.items, ...r }))
);
})
);
}
...etc other backends
This works, however a manual promise chain seems to defeat the purpose of using GraphQL.
The last thing I tried was making items a non-scalar type, something like:
type Fragment {
items: ItemSearchResult(user_info: UserInput) etc
But since I can't pipe the actual result from Fragment to the ItemSearchResult that doesn't work.
I realize this is pretty long-winded so I'm open to edits or clarifying.
I'm looking to see if I've missed a better approach or if I should just bag it and have the client apps do the item query after they get the Fragment data back.
It's not that you're not supposed to use info -- it's just a tremendous pain in the butt to use ;) In all seriousness, it's meant to be used for optimization and more advanced use cases, so you shouldn't hesitate to use it if a better solution doesn't present itself. There are libraries out there (like this one) that you can use to parse the object more easily.
That said, there's a couple of ways I imagine you could handle this:
1.) Inside your query resolver(s)
getFragmentsWithItems: async (obj, args, ctx, info) => {
const fragments = await howeverYouDoThat()
const backendCalls = fragments.map(fragment => {
// extract whatever data you need from the fragment
return asyncCallToBackEnd()
})
await backendCalls
return fragments
}
Unfortunately, if you have a lot of different queries returning fragments, you'll end up with redundancy.
2.) Inside the resolver for an existing field (or an additional one) on the Fragment type.
If you go this route, and you need args passed to the query field, you can extract them using the info. Alternatively, you can also mutate the context object inside your query resolver and attach those arguments to it. Then, all resolvers "below" the query resolver (like the resolvers for your Fragment fields) can access those arguments through the context.
3.) Apollo Server lets you define a formatResponse function when configuring its middleware. This essentially provides a hook to do whatever you want with the response before it's returned to the client. You could parse the response inside that function and make the calls to the other backend from there.
Related
I have a simple mutation editPerson. It changes the name and/or description of a person specified by an id.
I use this little snippet to call the mutator from React components:
function useEditPerson(variables) {
const gqlClient = useGQLClient();
const personFragment = gql`fragment useEditPerson__person on Person {
id
name
description
}`;
return useMutation(gql`
${personFragment}
mutation editPerson($id: ID!, $description: String, $name: String) {
editPerson(id: $id, description: $description, name: $name) {
...useEditPerson__person
}
}
`, {
variables,
optimisticResponse: vars => {
const person = gqlClient.readFragment({
id: vars.id,
fragment: personFragment,
});
return {
editPerson: {
__typename: "Person",
description: "",
name: "",
...person,
...vars,
},
};
},
});
}
This works well enough unless either the name or description for the indicated person hasn't yet been queried and does not exist in the cache; in this case person is null. This is expected from readFragment - any incomplete fragment does this.
The thing is I really need that data to avoid invariant errors - if they're not in the cache I'm totally okay using empty strings as default values, those values aren't displayed anywhere in the UI anyway.
Is there any way to read partial fragments from the cache? Is there a better way to get that data for the optimistic response?
I guess you use the snippet in the form that has all the data you need. So, you can pass the needed data to your useEditPerson hook through the arguments and then use in optimistic response, and then you won't need to use gqlClient.
I've been reading through the graphQL docs and found that they've explained the implementation of the graphql server in 2 ways: one using graphql-yoga which is a fully featured graphql server and another one is using graphql, express-graphql and express. In both cases, we pass the schema and resolver functions while creating the server instance.
But the implementation of resolver function differs. While using graphql-yoga, the resolver function is provided with 4 arguments which contains information about the parent object, arguments received, context, info. whereas in the other case (using graphql), the resolver function only gets the arguments object.
Why is that so ? If I want the info, context objects, how do I get it ?
Using graphql-yoga example: https://graphql.org/learn/execution/
Using graphql example: https://graphql.github.io/graphql-js/mutations-and-input-types/
// Code example using graphql
var express = require('express');
var graphqlHTTP = require('express-graphql');
var { buildSchema } = require('graphql');
var schema = buildSchema(`
type Query {
rollDice(numDice: Int!, numSides: Int): [Int]
}
type Mutation {
addDice(numDice: Int): String
}
`);
var root = {
rollDice({numDice, numSides}) {
return [1, 2];
},
addDice({numDice}) {
console.log("Adding something");
return "Added";
}
};
var app = express();
app.use('/graphql', graphqlHTTP({
schema: schema,
rootValue: root,
graphiql: true,
}));
app.listen(4000);
console.log('Running a GraphQL API server at localhost:4000/graphql');
// Code example using graphql-yoga
let graphqlServer = require("graphql-yoga");
const typeDefs = `
type Query {
rollDice(numDice: Int!, numSides: Int): [Int]
}
type Mutation {
addDice(numDice: Int): String
}
`;
const resolvers = {
Query: {
rollDice(parent, args, context, info) {
console.log(args.numDice);
console.log(args.numSides);
return [1, 2];
}
},
Mutation: {
addDice(parent, args, context, info) {
console.log(args.numDice);
return "Added";
}
}
};
const server = new graphqlServer.GraphQLServer({
typeDefs,
resolvers
});
server.start(() => {
console.log("server started on localhost:4000");
});
Difference between these 2 code snippets:
The resolver functions are present inside appropriate types (i.e. Query, Mutation) in one case. In the other case, they are present inside one root object. This means that I can have methods with same name in Query and Mutation in the first case, whereas in the second case that's not possible since they are keys of a single object and keys should be unique.
Why is this so ? Am I basically missing something ? How can the implementation details differ from one package to another ?
REAL TALK: the GraphQL.js docs are not that great. In my opinion, they never should have used examples with buildSchema in the first place because it understandably leads to this kind of confusion.
GraphQL.js (i.e. the graphql package) is the JavaScript implementation of GraphQL. Building a schema in GraphQL.js is done programmatically, by constructing an instance of the GraphQLSchema class:
const userType = new GraphQLObjectType({
name: 'User',
fields: {
id: {
type: GraphQLID,
},
email: {
type: GraphQLString,
},
},
});
const queryType = new GraphQLObjectType({
name: 'Query',
fields: {
user: {
type: userType,
resolve: () => ({ id: 1, email: 'john.doe#example.com' }),
},
},
});
const schema = new GraphQLSchema({
query: queryType,
})
If we print this schema in Schema Definition Language (SDL), it looks like this:
type Query {
user: User
}
type User {
id: ID
email: String
}
Working with SDL is much easier than having to write out all that code. However, GraphQL.js does not provide a way to build a fully-featured schema from SDL. It does provide a buildSchema function, but this utility constructs a schema without any resolvers (and a number of other features like union/interface type resolution).
The graphql-tools package provides a makeExecutableSchema function that lets you build a schema from SDL and a resolver map object. This is what's used under the hood by apollo-server and graphql-yoga. makeExecutableSchema constructs a schema from SDL using buildSchema and then mutates the resulting object, adding the resolvers in after the fact.
In GraphQL.js, the resolve function (or resolver) for a field takes four parameters -- the parent value, the field's arguments, the context and a GraphQLResolveInfo object. If we're creating a GraphQLObjectType like userType in the above example, this is the optional function we can provide for each of the fields in our object. This is the same function you define when you construct a resolver map to use with graphql-yoga. This is the only implementation of a field resolver.
So what's the deal with buildSchema??
The examples in the docs take advantage of GraphQL's default field resolver:
export const defaultFieldResolver: GraphQLFieldResolver<any, *> = function(
source,
args,
contextValue,
info,
) {
if (typeof source === 'object' || typeof source === 'function') {
const property = source[info.fieldName];
if (typeof property === 'function') {
return source[info.fieldName](args, contextValue, info);
}
return property;
}
};
As you can see, the default resolution logic looks for a property with the same name as the field on the source (parent) value. In our example above, the user resolver returns {id: 1, email: 'john.doe#example.com'} -- this is the value the field resolves to. The field is of the type User. We do not have a resolver defined for our id field, so the default resolver does its thing. The id field resolves to 1 because that's the value of the property named id on the parent object the resolver receives.
However, the parent value can also be a function instead of an object. If it's a function, it gets called first and then the return value is used. What does the function get called with? Well, it can't pass it a parent value (because of infinite recursion), but it can pass it the remaining three parameters (args, context and info). So that's what it does.
Now for the magic trick 🎩🐇
In our example, I can omit the resolver for the user field and pass a function to the root value instead.
const root = {
user: () => ({id: 1, email: 'john.doe#example.com'})
}
The root object is just an optional object that's passed down as the parent value to resolvers at the root level (like your Query or Mutation types). Otherwise, those resolvers would not have a parent value.
Query is an operational root type -- it serves as an "entry point" to the rest of your schema. Any fields on the Query type will be passed the root object as the parent value. If I omit a resolver for the user field, the default resolver will 1) examine the parent object for a property with the same name, 2) find a property and determine that it's a function, 3) call the function, 4) resolve the field to the return value of the function.
TADA!
However, because the function is called by the default resolver, and is not used as a resolver itself, it will only receive the three aforementioned parameters, instead of 4.
This is a neat way to work around not being able to actually provide custom resolvers for a schema, but it's very limited. It only works for root types, so we can't similarly provide fake resolvers for User fields or other types. We can't use interfaces or unions in our schema because we can't provide resolveType functions. And so on...
Hopefully that provides some clarity. And hopefully we can get the docs updated in the near future to avoid all this confusion in the first place.
Example:
query {
me {
starredPosts {
id
}
}
}
How can the server notice that only the ids are requested, and use the already-fetched user.starredPosts (an array of ids), instead of calling Posts.findOne(id) for each id?
We had the same problem and are in the process of open-sourcing the tools we've built out over the last year and a half internally to address these issues: https://github.com/4Catalyzer/graphql-node-resource/pull/1.
The solution we use is, for object resolvers like that, to resolve them to a "stub" object that contains only the ID, something like:
const childField = {
type: ChildType,
resolve: obj => ({ id: obj.childId }),
};
Then we use DataLoader to fetch the additional fields on the child objects when they're required by using our own default resolver.
We connect to our internal REST API, which supports batching on those requests, so queries that require additional fields get efficiently dispatched and resolved.
However, this does introduce potential for error when writing custom resolvers, as there's no guarantee that obj actually has the relevant fields. We've addressed this by setting up our static types to prevent unchecked access to properties of obj.
You can examine info.fieldNodes[0].selectionSet.selections or use graphql-fields package:
const postsIds = user.starredPosts
const selectionSet = Object.keys(graphqlFields(info))
const onlySelectingId = isEqual(['__typename', 'id'], selectionSet.sort())
if (onlySelectingId) {
return postIds.map(id => ({ id, __typename: 'Post' }))
} else {
return favs.map(id => Post.findOneById(id))
}
I am using graphql-tools. After receiving a GraphQL query, I execute a search using ElasticSearch and return the data.
However, usually the requested query includes only a few of the possible fields, not all. I want to pass only the requested fields to ElasticSearch.
First, I need to get the requested fields.
I can already get the whole query as a string. For example, in the resolver,
const resolvers = {
Query: {
async user(p, args, context) {
//can print query as following
console.log(context.query)
}
.....
}
}
It prints as
query User { user(id:"111") { id name address } }
Is there any way to get the requested fields in a format like
{ id:"", name:"", address:"" }
In graphql-js resolvers expose a fourth argument called resolve info. This field contains more information about the field.
From the GraphQL docs GraphQLObjectType config parameter type definition:
// See below about resolver functions.
type GraphQLFieldResolveFn = (
source?: any,
args?: {[argName: string]: any},
context?: any,
info?: GraphQLResolveInfo
) => any
type GraphQLResolveInfo = {
fieldName: string,
fieldNodes: Array<Field>,
returnType: GraphQLOutputType,
parentType: GraphQLCompositeType,
schema: GraphQLSchema,
fragments: { [fragmentName: string]: FragmentDefinition },
rootValue: any,
operation: OperationDefinition,
variableValues: { [variableName: string]: any },
}
In the fieldNodes field you can search for your field and get the selectionSet for the particular field. From here it gets tricky since the selections can be normal field selections, fragments or inline fragments. You would have to merge all of them to know all fields that are selected on a field.
There is an info object passed as the 4th argument in the resolver. This argument contains the information you're looking for.
It can be helpful to use a library as graphql-fields to help you parse the graphql query data:
const graphqlFields = require('graphql-fields');
const resolvers = {
Query: {
async user(_, args, context, info) {
const topLevelFields = graphqlFields(info);
console.log(Object.keys(topLevelFields)); // ['id', 'name', 'address']
},
};
Similarly for graphql-java you may do the same by extending the field parameters with myGetUsersResolverMethod(... DataFetchingEnvironment env).
This DataFetchingEnvironment would be injected for you and you can traverse through this DataFetchingEnvironment object for any part of the graph/query.
This Object allows you to know more about what is being fetched and what arguments have been provided.
Example:
public List<User> getUsers(final UsersFilter filter, DataFetchingEnvironment env) {
DataFetchingFieldSelectionSet selectionSet = env.getSelectionSet();
selectionSet.getFields(); // <---List of selected fields
selectionSet.getArguments(); // <--- Similarly but MAP
...
}
In fact you may be alluding to look ahead data fetching. The above should give you enough insights into the fields requested and you can take it from there to tailor you downstream calls manually. But also you may look into a more efficient way to do this by using the data fetchers for Building efficient data fetchers by looking ahead
Good day im newbie here and im tackling graphql and im having some problem on mutation can someone explain this block of code for me thank you
RootMutation: {
createAuthor: (root, args) => { return Author.create(args); },
createPost: (root, { authorId, tags, title, text }) => {
return Author.findOne({ where: { id: authorId } }).then( (author) => {
console.log('found', author);
return author.createPost( { tags: tags.join(','), title, text });
});
},
},
Sure, this is an example of two mutations in a GraphQL server. We can break it down to understand what is going on.
First let's look at the type system. A GraphQL schema normally has two root fields query and mutation (and sometimes subscription). These root fields are the root of your data hierarchy and expose the queries (GET requests) and mutations (POST, PUT, DELETE, etc requests) that you have access to.
By the looks of it you are implementing a schema with a root mutation type that looks like this:
type Mutation {
createAuthor: Author
createPost: Post
}
A type in GraphQL is made up of a set of fields each of which can have an associated resolver. Resolvers in GraphQL are like the event handlers you would attach to endpoints in REST.
The code that you have above is defining two resolvers that will handle the logic associated with the createAuthor and createPost mutations. I.E. the code in the createPost resolver is what will be run when I issue a query like this:
mutation CreatePost($post: CreatePostInput!) {
createPost(input: $post) {
id
title
tags
text
}
}
The GraphQL runtime parses the query and routes the operation to the correct resolver depending on the content of the query. In this example, it would see that I am calling the createPost mutation and would make sure to call the createPost resolver which in your case looks like this:
createPost: (root, { authorId, tags, title, text }) => {
return Author.findOne({ where: { id: authorId } }).then( (author) => {
console.log('found', author);
return author.createPost( { tags: tags.join(','), title, text });
});
},
To understand how a resolver works, let's look at the GraphQLFieldResovler type definition from graphql-js
export type GraphQLFieldResolver<TSource, TContext> = (
source: TSource,
args: { [argName: string]: any },
context: TContext,
info: GraphQLResolveInfo
) => mixed;
As you can see a GraphQLFieldResolver is a function that takes 4 arguments.
source: The source is the parent object of the current field. For example if you were defining a resolver for a field fullName on the User type, the source would be the full user object.
args: The args are any input arguments for that resolver. In my query above it would contain the value of the $post variable.
context: Context is a global context for a GraphQL execution. This is useful for passing information around that a resolver might need. For example, you include a database connection that you can use from your resolvers without importing it in every file.
info: The info object contains information about your GraphQL schema, the query, and other information such as the path to the current resolver being executed. This is useful in many ways. Here is one post talking about how you can use it to precompute queries: (https://scaphold.io/community/blog/querying-relational-data-with-graphql/)
This idea of having types and field resolvers is part of what makes GraphQL so powerful. Once you've defined you type system and the resolvers for their fields you can structure your schema however you want and GraphQL will always make sure to call the correct resolver no matter how deeply nested a query might be.
I hope this helps :)