GraphQL APIスタイルガイド

This document outlines the style guide for GitLab’s GraphQL API.

How GitLab implements GraphQL

We use the GraphQL Ruby gem written by Robert Mosolgo.

All GraphQL queries are directed to a single endpoint (app/controllers/graphql_controller.rb#execute), which is exposed as an API endpoint at /api/graphql.

Deep Dive

In March 2019, Nick Thomas hosted a Deep Dive (GitLab team members only: on GitLab’s GraphQL API to share his domain specific knowledge with anyone who may work in this part of the code base in the future. You can find the recording on YouTube, and the slides on Google Slides and in PDF. Everything covered in this deep dive was accurate as of GitLab 11.9, and while specific details may have changed since then, it should still serve as a good introduction.


GraphiQL is an interactive GraphQL API explorer where you can play around with existing queries. You can access it in any GitLab environment on https://<>/-/graphql-explorer. For example, the one for


Authentication happens through the GraphqlController, right now this uses the same authentication as the Rails application. So the session can be shared.

It is also possible to add a private_token to the querystring, or add a HTTP_PRIVATE_TOKEN header.


We use a code-first schema, and we declare what type everything is in Ruby.

For example, app/graphql/types/issue_type.rb:

graphql_name 'Issue'

field :iid, GraphQL::ID_TYPE, null: true
field :title, GraphQL::STRING_TYPE, null: true

# we also have a method here that we've defined, that extends `field`
markdown_field :title_html, null: true
field :description, GraphQL::STRING_TYPE, null: true
markdown_field :description_html, null: true

We give each type a name (in this case Issue).

The iid, title and description are scalar GraphQL types. iid is a GraphQL::ID_TYPE, a special string type that signifies a unique ID. title and description are regular GraphQL::STRING_TYPE types.

When exposing a model through the GraphQL API, we do so by creating a new type in app/graphql/types. You can also declare custom GraphQL data types for scalar data types (e.g. TimeType).

When exposing properties in a type, make sure to keep the logic inside the definition as minimal as possible. Instead, consider moving any logic into a presenter:

class Types::MergeRequestType < BaseObject
  present_using MergeRequestPresenter

  name 'MergeRequest'

An existing presenter could be used, but it is also possible to create a new presenter specifically for GraphQL.

The presenter is initialized using the object resolved by a field, and the context.

Nullable fields

GraphQL allows fields to be “nullable” or “non-nullable”. The former means that null may be returned instead of a value of the specified type. In general, you should prefer using nullable fields to non-nullable ones, for the following reasons:

  • It’s common for data to switch from required to not-required, and back again
  • Even when there is no prospect of a field becoming optional, it may not be available at query time
    • For instance, the content of a blob may need to be looked up from Gitaly
    • If the content is nullable, we can return a partial response, instead of failing the whole query
  • Changing from a non-nullable field to a nullable field is difficult with a versionless schema

Non-nullable fields should only be used when a field is required, very unlikely to become optional in the future, and very easy to calculate. An example would be id fields.

Further reading:

Exposing Global IDs

When exposing an ID field on a type, we will by default try to expose a global ID by calling to_global_id on the resource being rendered.

To override this behavior, you can implement an id method on the type for which you are exposing an ID. Please make sure that when exposing a GraphQL::ID_TYPE using a custom method that it is globally unique.

The records that are exposing a full_path as an ID_TYPE are one of these exceptions. Since the full path is a unique identifier for a Project or Namespace.

Connection Types

GraphQL uses cursor based pagination to expose collections of items. This provides the clients with a lot of flexibility while also allowing the backend to use different pagination models.

To expose a collection of resources we can use a connection type. This wraps the array with default pagination fields. For example a query for project-pipelines could look like this:

query($project_path: ID!) {
  project(fullPath: $project_path) {
    pipelines(first: 2) {
      pageInfo {
      edges {
        node {

This would return the first 2 pipelines of a project and related pagination information, ordered by descending ID. The returned data would look like this:

  "data": {
    "project": {
      "pipelines": {
        "pageInfo": {
          "hasNextPage": true,
          "hasPreviousPage": false
        "edges": [
            "cursor": "Nzc=",
            "node": {
              "id": "gid://gitlab/Pipeline/77",
              "status": "FAILED"
            "cursor": "Njc=",
            "node": {
              "id": "gid://gitlab/Pipeline/67",
              "status": "FAILED"

To get the next page, the cursor of the last known element could be passed:

query($project_path: ID!) {
  project(fullPath: $project_path) {
    pipelines(first: 2, after: "Njc=") {
      pageInfo {
      edges {
        node {

To ensure that we get consistent ordering, we will append an ordering on the primary key, in descending order. This is usually id, so basically we will add order(id: :desc) to the end of the relation. A primary key must be available on the underlying table.

Shortcut fields

Sometimes it can seem easy to implement a “shortcut field”, having the resolver return the first of a collection if no parameters are passed. These “shortcut fields” are discouraged because they create maintenance overhead. They need to be kept in sync with their canonical field, and deprecated or modified if their canonical field changes. Use the functionality the framework provides unless there is a compelling reason to do otherwise.

For example, instead of latest_pipeline, use pipelines(last: 1).

Exposing permissions for a type

To expose permissions the current user has on a resource, you can call the expose_permissions passing in a separate type representing the permissions for the resource.


module Types
  class MergeRequestType < BaseObject
    expose_permissions Types::MergeRequestPermissionsType

The permission type inherits from BasePermissionType which includes some helper methods, that allow exposing permissions as non-nullable booleans:

class MergeRequestPermissionsType < BasePermissionType
  present_using MergeRequestPresenter

  graphql_name 'MergeRequestPermissions'

  abilities :admin_merge_request, :update_merge_request, :create_note

  ability_field :resolve_note,
                description: 'Indicates the user can resolve discussions on the merge request'
  permission_field :push_to_source_branch, method: :can_push_to_source_branch?
  • permission_field: Will act the same as graphql-ruby’s field method but setting a default description and type and making them non-nullable. These options can still be overridden by adding them as arguments.
  • ability_field: Expose an ability defined in our policies. This behaves the same way as permission_field and the same arguments can be overridden.
  • abilities: Allows exposing several abilities defined in our policies at once. The fields for these will all have be non-nullable booleans with a default description.


Developers can add feature flags to GraphQL fields in the following ways:

  • Add the feature_flag property to a field. This will allow the field to be hidden from the GraphQL schema when the flag is disabled.
  • Toggle the return value when resolving the field.

You can refer to these guidelines to decide which approach to use:

  • If your field is experimental, and its name or type is subject to change, use the feature_flag property.
  • If your field is stable and its definition will not change, even after the flag is removed, toggle the return value of the field instead. Note that all fields should be nullable anyway.

feature_flag property

The feature_flag property allows you to toggle the field’s visibility within the GraphQL schema. This will remove the field from the schema when the flag is disabled.

A description is appended to the field indicating that it is behind a feature flag.

Caution: If a client queries for the field when the feature flag is disabled, the query will fail. Consider this when toggling the visibility of the feature on or off on production.

The feature_flag property does not allow the use of feature gates based on actors. This means that the feature flag cannot be toggled only for particular projects, groups, or users, but instead can only be toggled globally for everyone.


field :test_field, type: GraphQL::STRING_TYPE,
      null: true,
      description: 'Some test field',
      feature_flag: :my_feature_flag

Toggle the value of a field

This method of using feature flags for fields is to toggle the return value of the field. This can be done in the resolver, in the type, or even in a model method, depending on your preference and situation.

When applying a feature flag to toggle the value of a field, the description of the field must:

  • State that the value of the field can be toggled by a feature flag.
  • Name the feature flag.
  • State what the field will return when the feature flag is disabled (or enabled, if more appropriate).


field :foo, GraphQL::STRING_TYPE,
      null: true,
      description: 'Some test field. Will always return `null`' \
                   'if `my_feature_flag` feature flag is disabled'

def foo unless Feature.enabled?(:my_feature_flag, object)

Deprecating fields

GitLab’s GraphQL API is versionless, which means we maintain backwards compatibility with older versions of the API with every change. Rather than removing a field, we need to deprecate the field instead. In future, GitLab may remove deprecated fields.

Fields are deprecated using the deprecated property. The value of the property is a Hash of:

  • reason - Reason for the deprecation.
  • milestone - Milestone that the field was deprecated.


field :token, GraphQL::STRING_TYPE, null: true,
      deprecated: { reason: 'Login via token has been removed', milestone: '10.0' },
      description: 'Token for login'

The original description: of the field should be maintained, and should not be updated to mention the deprecation.

Deprecation reason style guide

Where the reason for deprecation is due to the field being replaced with another field, the reason must be:

Use `otherFieldName`


field :designs, ::Types::DesignManagement::DesignCollectionType, null: true,
      deprecated: { reason: 'Use `designCollection`', milestone: '10.0' },
      description: 'The designs associated with this issue',

If the field is not being replaced by another field, a descriptive deprecation reason should be given.


GitLab GraphQL enums are defined in app/graphql/types. When defining new enums, the following rules apply:

  • Values must be uppercase.
  • Class names must end with the string Enum.
  • The graphql_name must not contain the string Enum.


module Types
  class TrafficLightStateEnum < BaseEnum
    graphql_name 'TrafficLightState'
    description 'State of a traffic light'

    value 'RED', description: 'Drivers must stop'
    value 'YELLOW', description: 'Drivers must stop when it is safe to'
    value 'GREEN', description: 'Drivers can start or keep driving'

If the enum will be used for a class property in Ruby that is not an uppercase string, you can provide a value: option that will adapt the uppercase value.


  • GraphQL inputs of OPENED will be converted to 'opened'.
  • Ruby values of 'opened' will be converted to "OPENED" in GraphQL responses.
module Types
  class EpicStateEnum < BaseEnum
    graphql_name 'EpicState'
    description 'State of a GitLab epic'

    value 'OPENED', value: 'opened', description: 'An open Epic'
    value 'CLOSED', value: 'closed', description: 'An closed Epic'


All fields and arguments must have descriptions.

A description of a field or argument is given using the description: keyword. For example:

field :id, GraphQL::ID_TYPE, description: 'ID of the resource'

Descriptions of fields and arguments are viewable to users through:

Description style guide

To ensure consistency, the following should be followed whenever adding or updating descriptions:

  • Mention the name of the resource in the description. Example: 'Labels of the issue' (issue being the resource).
  • Use "{x} of the {y}" where possible. Example: 'Title of the issue'. Do not start descriptions with The.
  • Descriptions of GraphQL::BOOLEAN_TYPE fields should answer the question: “What does this field do?”. Example: 'Indicates project has a Git repository'.
  • Always include the word "timestamp" when describing an argument or field of type Types::TimeType. This lets the reader know that the format of the property will be Time, rather than just Date.
  • No . at end of strings.


field :id, GraphQL::ID_TYPE, description: 'ID of the Issue'
field :confidential, GraphQL::BOOLEAN_TYPE, description: 'Indicates the issue is confidential'
field :closed_at, Types::TimeType, description: 'Timestamp of when the issue was closed'

copy_field_description helper

Sometimes we want to ensure that two descriptions will always be identical. For example, to keep a type field description the same as a mutation argument when they both represent the same property.

Instead of supplying a description, we can use the copy_field_description helper, passing it the type, and field name to copy the description of.


argument :title, GraphQL::STRING_TYPE,
          required: false,
          description: copy_field_description(Types::MergeRequestType, :title)


Authorizations can be applied to both types and fields using the same abilities as in the Rails app.

If the:

  • Currently authenticated user fails the authorization, the authorized resource will be returned as null.
  • Resource is part of a collection, the collection will be filtered to exclude the objects that the user’s authorization checks failed against.

Also see authorizing resources in a mutation.

Tip: Try to load only what the currently authenticated user is allowed to view with our existing finders first, without relying on authorization to filter the records. This minimizes database queries and unnecessary authorization checks of the loaded records.

Type authorization

Authorize a type by passing an ability to the authorize method. All fields with the same type will be authorized by checking that the currently authenticated user has the required ability.

For example, the following authorization ensures that the currently authenticated user can only see projects that they have the read_project ability for (so long as the project is returned in a field that uses Types::ProjectType):

module Types
  class ProjectType < BaseObject
    authorize :read_project

You can also authorize against multiple abilities, in which case all of the ability checks must pass.

For example, the following authorization ensures that the currently authenticated user must have read_project and another_ability abilities to see a project:

module Types
  class ProjectType < BaseObject
    authorize [:read_project, :another_ability]

Field authorization

Fields can be authorized with the authorize option.

For example, the following authorization ensures that the currently authenticated user must have the owner_access ability to see the project:

module Types
  class MyType < BaseObject
    field :project, Types::ProjectType, null: true, resolver: Resolvers::ProjectResolver, authorize: :owner_access

Fields can also be authorized against multiple abilities, in which case all of ability checks must pass. Note: This requires explicitly passing a block to field:

module Types
  class MyType < BaseObject
    field :project, Types::ProjectType, null: true, resolver: Resolvers::ProjectResolver do
      authorize [:owner_access, :another_ability]
Note: If the field’s type already has a particular authorization then there is no need to add that same authorization to the field.

Type and Field authorizations together

Authorizations are cumulative, so where authorizations are defined on a field, and also on the field’s type, then the currently authenticated user would need to pass all ability checks.

In the following simplified example the currently authenticated user would need both first_permission and second_permission abilities in order to see the author of the issue.

class UserType
  authorize :first_permission
class IssueType
  field :author, UserType, authorize: :second_permission


We define how the application serves the response using resolvers stored in the app/graphql/resolvers directory. The resolver provides the actual implementation logic for retrieving the objects in question.

To find objects to display in a field, we can add resolvers to app/graphql/resolvers.

Arguments can be defined within the resolver, those arguments will be made available to the fields using the resolver. When exposing a model that had an internal ID (iid), prefer using that in combination with the namespace path as arguments in a resolver over a database ID. Otherwise use a globally unique ID.

We already have a FullPathLoader that can be included in other resolvers to quickly find Projects and Namespaces which will have a lot of dependent objects.

To limit the amount of queries performed, we can use BatchLoader.

Correct use of Resolver#ready?

Resolvers have two public API methods as part of the framework: #ready?(**args) and #resolve(**args). We can use #ready? to perform set-up, validation or early-return without invoking #resolve.

Good reasons to use #ready? include:

  • validating mutually exclusive arguments (see validating arguments)
  • Returning Relation.none if we know before-hand that no results are possible
  • Performing setup such as initializing instance variables (although consider lazily initialized methods for this)

Implementations of Resolver#ready?(**args) should return (Boolean, early_return_data) as follows:

def ready?(**args)
  [false, 'have this instead']

For this reason, whenever you call a resolver (mainly in tests - as framework abstractions Resolvers should not be considered re-usable, finders are to be preferred), remember to call the ready? method and check the boolean flag before calling resolve! An example can be seen in our GraphQLHelpers.


The full query is known in advance during execution, which means we can make use of lookahead to optimize our queries, and batch load associations we know we will need. Consider adding lookahead support in your resolvers to avoid N+1 performance issues.

To enable support for common lookahead use-cases (pre-loading associations when child fields are requested), you can include LooksAhead. For example:

# Assuming a model `MyThing` with attributes `[child_attribute, other_attribute, nested]`,
# where nested has an attribute named `included_attribute`.
class MyThingResolver < BaseResolver
  include LooksAhead

  # Rather than defining `resolve(**args)`, we implement: `resolve_with_lookahead(**args)`
  def resolve_with_lookahead(**args)

  # We list things that should always be preloaded:
  # For example, if child_attribute is always needed (during authorization
  # perhaps), then we can include it here.
  def unconditional_includes

  # We list things that should be included if a certain field is selected:
  def preloads
        field_one: [:other_attribute],
        field_two: [{ nested: [:included_attribute] }]

The final thing that is needed is that every field that uses this resolver needs to advertise the need for lookahead:

  # in ParentType
  field :my_things, MyThingType.connection_type, null: true,
        extras: [:lookahead], # Necessary
        resolver: MyThingResolver,
        description: 'My things'

For an example of real world use, please see ResolvesMergeRequests.


Mutations are used to change any stored values, or to trigger actions. In the same way a GET-request should not modify data, we cannot modify data in a regular GraphQL-query. We can however in a mutation.

To find objects for a mutation, arguments need to be specified. As with resolvers, prefer using internal ID or, if needed, a global ID rather than the database ID.

Building Mutations

Mutations live in app/graphql/mutations ideally grouped per resources they are mutating, similar to our services. They should inherit Mutations::BaseMutation. The fields defined on the mutation will be returned as the result of the mutation.

Naming conventions

Each mutation must define a graphql_name, which is the name of the mutation in the GraphQL schema.


class UserUpdateMutation < BaseMutation
  graphql_name 'UserUpdate'

Our GraphQL mutation names are historically inconsistent, but new mutation names should follow the convention '{Resource}{Action}' or '{Resource}{Action}{Attribute}'.

Mutations that create new resources should use the verb Create.


  • CommitCreate

Mutations that update data should use:

  • The verb Update.
  • A domain-specific verb like Set, Add, or Toggle if more appropriate.


  • EpicTreeReorder
  • IssueSetWeight
  • IssueUpdate
  • TodoMarkDone

Mutations that remove data should use:

  • The verb Delete rather than Destroy.
  • A domain-specific verb like Remove if more appropriate.


  • AwardEmojiRemove
  • NoteDelete

If you need advice for mutation naming, canvass the Slack #graphql channel for feedback.


Arguments required by the mutation can be defined as arguments required for a field. These will be wrapped up in an input type for the mutation. For example, the Mutations::MergeRequests::SetWip with GraphQL-name MergeRequestSetWip defines these arguments:

argument :project_path, GraphQL::ID_TYPE,
         required: true,
         description: "The project the merge request to mutate is in"

argument :iid, GraphQL::STRING_TYPE,
         required: true,
         description: "The iid of the merge request to mutate"

argument :wip,
         required: false,
         description: <<~DESC
                      Whether or not to set the merge request as a WIP.
                      If not passed, the value will be toggled.

This would automatically generate an input type called MergeRequestSetWipInput with the 3 arguments we specified and the clientMutationId.

These arguments are then passed to the resolve method of a mutation as keyword arguments.


In the most common situations, a mutation would return 2 fields:

  • The resource being modified
  • A list of errors explaining why the action could not be performed. If the mutation succeeded, this list would be empty.

By inheriting any new mutations from Mutations::BaseMutation the errors field is automatically added. A clientMutationId field is also added, this can be used by the client to identify the result of a single mutation when multiple are performed within a single request.

The resolve method

The resolve method receives the mutation’s arguments as keyword arguments. From here, we can call the service that will modify the resource.

The resolve method should then return a hash with the same field names as defined on the mutation including an errors array. For example, the Mutations::MergeRequests::SetWip defines a merge_request field:

field :merge_request,
      null: true,
      description: "The merge request after mutation"

This means that the hash returned from resolve in this mutation should look like this:

  # The merge request modified, this will be wrapped in the type
  # defined on the field
  merge_request: merge_request,
  # An array of strings if the mutation failed after authorization.
  # The `errors_on_object` helper collects `errors.full_messages`
  errors: errors_on_object(merge_request)

Mounting the mutation

To make the mutation available it must be defined on the mutation type that lives in graphql/types/mutation_types. The mount_mutation helper method will define a field based on the GraphQL-name of the mutation:

module Types
  class MutationType < BaseObject
    include Gitlab::Graphql::MountMutation

    graphql_name "Mutation"

    mount_mutation Mutations::MergeRequests::SetWip

Will generate a field called mergeRequestSetWip that Mutations::MergeRequests::SetWip to be resolved.

Authorizing resources

To authorize resources inside a mutation, we first provide the required abilities on the mutation like this:

module Mutations
  module MergeRequests
    class SetWip < Base
      graphql_name 'MergeRequestSetWip'

      authorize :update_merge_request

We can then call authorize! in the resolve method, passing in the resource we want to validate the abilities for.

Alternatively, we can add a find_object method that will load the object on the mutation. This would allow you to use the authorized_find! helper method.

When a user is not allowed to perform the action, or an object is not found, we should raise a Gitlab::Graphql::Errors::ResourceNotAvailable error. Which will be correctly rendered to the clients.

Errors in mutations

We encourage following the practice of errors as data for mutations, which distinguishes errors by who they are relevant to, defined by who can deal with them.

Key points:

  • All mutation responses have an errors field. This should be populated on failure, and may be populated on success.
  • Consider who needs to see the error: the user or the developer.
  • Clients should always request the errors field when performing mutations.
  • Errors may be reported to users either at $root.errors (top-level error) or at $ (mutation errors). The location depends on what kind of error this is, and what information it holds.

Consider an example mutation doTheThing that returns a response with two fields: errors: [String], and thing: ThingType. The specific nature of the thing itself is irrelevant to these examples, as we are considering the errors.

There are three states a mutation response can be in:


In the happy path, errors may be returned, along with the anticipated payload, but if everything was successful, then errors should be an empty array, since there are no problems we need to inform the user of.

  data: {
    doTheThing: {
      errors: [] // if successful, this array will generally be empty.
      thing: { .. }

Failure (relevant to the user)

An error that affects the user occurred. We refer to these as mutation errors. In this case there is typically no thing to return:

  data: {
    doTheThing: {
      errors: ["you cannot touch the thing"],
      thing: null

Examples of this include:

  • Model validation errors: the user may need to change the inputs.
  • Permission errors: the user needs to know they cannot do this, they may need to request permission or sign in.
  • Problems with application state that prevent the user’s action, for example: merge conflicts, the resource was locked, and so on.

Ideally, we should prevent the user from getting this far, but if they do, they need to be told what is wrong, so they understand the reason for the failure and what they can do to achieve their intent, even if that is as simple as retrying the request.

It is possible to return recoverable errors alongside mutation data. For example, if a user uploads 10 files and 3 of them fail and the rest succeed, the errors for the failures can be made available to the user, alongside the information about the successes.

Failure (irrelevant to the user)

One or more non-recoverable errors can be returned at the top level. These are things over which the user has little to no control, and should mainly be system or programming problems, that a developer needs to know about. In this case there is no data:

  errors: [
    {"message": "argument error: expected an integer, got null"},

This is the result of raising an error during the mutation. In our implementation, the messages of argument errors and validation errors are returned to the client, and all other StandardError instances are caught, logged and presented to the client with the message set to "Internal server error". See GraphqlController for details.

These represent programming errors, such as:

  • A GraphQL syntax error, where an Int was passed instead of a String, or a required argument was not present.
  • Errors in our schema, such as being unable to provide a value for a non-nullable field.
  • System errors: for example, a Git storage exception, or database unavailability.

The user should not be able to cause such errors in regular usage. This category of errors should be treated as internal, and not shown to the user in specific detail.

We need to inform the user when the mutation fails, but we do not need to tell them why, since they cannot have caused it, and nothing they can do will fix it, although we may offer to retry the mutation.

Categorizing errors

When we write mutations, we need to be conscious about which of these two categories an error state falls into (and communicate about this with frontend developers to verify our assumptions). This means distinguishing the needs of the user from the needs of the client.

Never catch an error unless the user needs to know about it.

If the user does need to know about it, communicate with frontend developers to make sure the error information we are passing back is useful.

See also the frontend GraphQL guide.

Aliasing and deprecating mutations

The #mount_aliased_mutation helper allows us to alias a mutation as another name within MutationType.

For example, to alias a mutation called FooMutation as BarMutation:

mount_aliased_mutation 'BarMutation', Mutations::FooMutation

This allows us to rename a mutation and continue to support the old name, when coupled with the deprecated argument.


mount_aliased_mutation 'UpdateFoo',
                        deprecated: { reason: 'Use fooUpdate', milestone: '13.2' }

Deprecated mutations should be added to Types::DeprecatedMutations and tested for within the unit test of Types::MutationType. The merge request !34798 can be referred to as an example of this, including the method of testing deprecated aliased mutations.

Validating arguments

For validations of single arguments, use the prepare option as normal.

Sometimes a mutation or resolver may accept a number of optional arguments, but we still want to validate that at least one of the optional arguments is provided. In this situation, consider using the #ready? method within your mutation or resolver to provide the validation. The #ready? method will be called before any work is done within the #resolve method.


def ready?(**args)
  if args.values_at(:body, :position).compact.blank?
    raise Gitlab::Graphql::Errors::ArgumentError,
          'body or position arguments are required'

  # Always remember to call `#super`

In the future this may be able to be done using InputUnions if this RFC is merged.

GitLab’s custom scalars


Types::TimeType must be used as the type for all fields and arguments that deal with Ruby Time and DateTime objects.

The type is a custom scalar that:

  • Converts Ruby’s Time and DateTime objects into standardized ISO-8601 formatted strings, when used as the type for our GraphQL fields.
  • Converts ISO-8601 formatted time strings into Ruby Time objects, when used as the type for our GraphQL arguments.

This allows our GraphQL API to have a standardized way that it presents time and handles time inputs.


field :created_at, Types::TimeType, null: true, description: 'Timestamp of when the issue was created'


full stack tests for a graphql query or mutation live in spec/requests/api/graphql.

When adding a query, the a working graphql query shared example can be used to test if the query renders valid results.

Using the GraphqlHelpers#all_graphql_fields_for-helper, a query including all available fields can be constructed. This makes it easy to add a test rendering all possible fields for a query.

To test GraphQL mutation requests, GraphqlHelpers provides 2 helpers: graphql_mutation which takes the name of the mutation, and a hash with the input for the mutation. This will return a struct with a mutation query, and prepared variables.

This struct can then be passed to the post_graphql_mutation helper, that will post the request with the correct parameters, like a GraphQL client would do.

To access the response of a mutation, the graphql_mutation_response helper is available.

Using these helpers, we can build specs like this:

let(:mutation) do
    project_path: 'gitlab-org/gitlab-foss',
    iid: '1',
    wip: true

it 'returns a successful response' do
   post_graphql_mutation(mutation, current_user: user)

   expect(response).to have_gitlab_http_status(:success)
   expect(graphql_mutation_response(:merge_request_set_wip)['errors']).to be_empty

Notes about Query flow and GraphQL infrastructure

GitLab’s GraphQL infrastructure can be found in lib/gitlab/graphql.

Instrumentation is functionality that wraps around a query being executed. It is implemented as a module that uses the Instrumentation class.

Example: Present

module Gitlab
  module Graphql
    module Present
      #... some code above...

      def self.use(schema_definition)

A Query Analyzer contains a series of callbacks to validate queries before they are executed. Each field can pass through the analyzer, and the final value is also available to you.

Multiplex queries enable multiple queries to be sent in a single request. This reduces the number of requests sent to the server. (there are custom Multiplex Query Analyzers and Multiplex Instrumentation provided by GraphQL Ruby).

Query limits

Queries and mutations are limited by depth, complexity, and recursion to protect server resources from overly ambitious or malicious queries. These values can be set as defaults and overridden in specific queries as needed. The complexity values can be set per object as well, and the final query complexity is evaluated based on how many objects are being returned. This is useful for objects that are expensive (e.g. requiring Gitaly calls).

For example, a conditional complexity method in a resolver:

def self.resolver_complexity(args, child_complexity:)
  complexity = super
  complexity += 2 if args[:labelName]


More about complexity: GraphQL Ruby documentation.

Documentation and Schema

Our schema is located at app/graphql/gitlab_schema.rb. See the schema reference for details.

This generated GraphQL documentation needs to be updated when the schema changes. For information on generating GraphQL documentation and schema files, see updating the schema documentation.