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Overview
GraphQL is data-storage agnostic. You can use any underlying data storage engine, including SQL or NoSQL database, plain files or in-memory data structures.
In order to convert the GraphQL query to PHP array, graphql-php traverses query fields (using depth-first algorithm) and runs special resolve function on each field. This resolve function is provided by you as a part of field definition or query execution call.
Result returned by resolve function is directly included in the response (for scalars and enums) or passed down to nested fields (for objects).
Let's walk through an example. Consider following GraphQL query:
{
lastStory {
title
author {
name
}
}
}
We need a Schema that can fulfill it. On the very top level the Schema contains Query type:
<?php
use GraphQL\Type\Definition\ObjectType;
$queryType = new ObjectType([
'name' => 'Query',
'fields' => [
'lastStory' => [
'type' => $blogStoryType,
'resolve' => function() {
return [
'id' => 1,
'title' => 'Example blog post',
'authorId' => 1
];
}
]
]
]);
As we see field lastStory has resolve function that is responsible for fetching data.
In our example, we simply return array value, but in the real-world application you would query your database/cache/search index and return the result.
Since lastStory is of composite type BlogStory this result is passed down to fields of this type:
<?php
use GraphQL\Type\Definition\Type;
use GraphQL\Type\Definition\ObjectType;
$blogStoryType = new ObjectType([
'name' => 'BlogStory',
'fields' => [
'author' => [
'type' => $userType,
'resolve' => function($blogStory) {
$users = [
1 => [
'id' => 1,
'name' => 'Smith'
],
2 => [
'id' => 2,
'name' => 'Anderson'
]
];
return $users[$blogStory['authorId']];
}
],
'title' => [
'type' => Type::string()
]
]
]);
Here $blogStory is the array returned by lastStory field above.
Again: in the real-world applications you would fetch user data from data store by authorId and return it. Also, note that you don't have to return arrays. You can return any value, graphql-php will pass it untouched to nested resolvers.
But then the question appears - field title has no resolve option. How is it resolved?
There is a default resolver for all fields. When you define your own resolve function for a field you simply override this default resolver.
Default Field Resolver
graphql-php provides following default field resolver:
<?php
function defaultFieldResolver($objectValue, $args, $context, \GraphQL\Type\Definition\ResolveInfo $info)
{
$fieldName = $info->fieldName;
$property = null;
if (is_array($objectValue) || $objectValue instanceof \ArrayAccess) {
if (isset($objectValue[$fieldName])) {
$property = $objectValue[$fieldName];
}
} elseif (is_object($objectValue)) {
if (isset($objectValue->{$fieldName})) {
$property = $objectValue->{$fieldName};
}
}
return $property instanceof Closure
? $property($objectValue, $args, $context, $info)
: $property;
}
As you see it returns value by key (for arrays) or property (for objects). If the value is not set - it returns null.
To override the default resolver, pass it as an argument of executeQuery call.
Default Field Resolver per Type
Sometimes it might be convenient to set default field resolver per type. You can do so by providing resolveField option in type config. For example:
<?php
use GraphQL\Type\Definition\Type;
use GraphQL\Type\Definition\ObjectType;
use GraphQL\Type\Definition\ResolveInfo;
$userType = new ObjectType([
'name' => 'User',
'fields' => [
'name' => Type::string(),
'email' => Type::string()
],
'resolveField' => function(User $user, $args, $context, ResolveInfo $info) {
switch ($info->fieldName) {
case 'name':
return $user->getName();
case 'email':
return $user->getEmail();
default:
return null;
}
}
]);
Keep in mind that field resolver has precedence over default field resolver per type which in turn has precedence over default field resolver.
Solving N+1 Problem
Since: 0.9.0
One of the most annoying problems with data fetching is a so-called
N+1 problem.
Consider following GraphQL query:
{
topStories(limit: 10) {
title
author {
name
email
}
}
}
Naive field resolution process would require up to 10 calls to the underlying data store to fetch authors for all 10 stories.
graphql-php provides tools to mitigate this problem: it allows you to defer actual field resolution to a later stage when one batched query could be executed instead of 10 distinct queries.
Here is an example of BlogStory resolver for field author that uses deferring:
<?php
'resolve' => function($blogStory) {
MyUserBuffer::add($blogStory['authorId']);
return new GraphQL\Deferred(function () use ($blogStory) {
MyUserBuffer::loadBuffered();
return MyUserBuffer::get($blogStory['authorId']);
});
}
In this example, we fill up the buffer with 10 author ids first. Then graphql-php continues resolving other non-deferred fields until there are none of them left.
After that, it calls closures wrapped by GraphQL\Deferred which in turn load all buffered
ids once (using SQL IN(?), Redis MGET or other similar tools) and returns final field value.
Originally this approach was advocated by Facebook in their Dataloader project. This solution enables very interesting optimizations at no cost. Consider the following query:
{
topStories(limit: 10) {
author {
email
}
}
category {
stories(limit: 10) {
author {
email
}
}
}
}
Even though author field is located on different levels of the query - it can be buffered in the same buffer. In this example, only one query will be executed for all story authors comparing to 20 queries in a naive implementation.
Async PHP
Since: 0.10.0 (version 0.9.0 had slightly different API which still works, but is deprecated)
If your project runs in an environment that supports async operations (like HHVM, ReactPHP, Icicle.io, appserver.io, PHP threads, etc) you can leverage the power of your platform to resolve some fields asynchronously.
The only requirement: your platform must support the concept of Promises compatible with Promises A+ specification.
To start using this feature, switch facade method for query execution from executeQuery to promiseToExecute:
<?php
use GraphQL\GraphQL;
use GraphQL\Executor\ExecutionResult;
$promise = GraphQL::promiseToExecute(
$promiseAdapter,
$schema,
$queryString,
$rootValue = null,
$contextValue = null,
$variableValues = null,
$operationName = null,
$fieldResolver = null,
$validationRules = null
);
$promise->then(function(ExecutionResult $result) {
return $result->toArray();
});
Where $promiseAdapter is an instance of:
-
For ReactPHP (requires react/promise as composer dependency):
GraphQL\Executor\Promise\Adapter\ReactPromiseAdapter -
Other platforms: write your own class implementing interface:
GraphQL\Executor\Promise\PromiseAdapter.
Then your resolve functions should return promises of your platform instead of GraphQL\Deferreds.