diff --git a/advanced/implicit_and_explicit_null.html b/advanced/implicit_and_explicit_null.html index afe7c5b66..57b18d8d5 100644 --- a/advanced/implicit_and_explicit_null.html +++ b/advanced/implicit_and_explicit_null.html @@ -218,7 +218,7 @@

mutation { patchUser(patch: {}) }

The last two cases rely on being able to distinguish between explicit and implicit null.

-

Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper, this can be done using the Nullable type:

+

Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper, this can be done using the Nullable type:

extern crate juniper;
 use juniper::{graphql_object, FieldResult, GraphQLInputObject, Nullable};
 
diff --git a/advanced/lookahead.html b/advanced/lookahead.html
index f783f1544..37749fb51 100644
--- a/advanced/lookahead.html
+++ b/advanced/lookahead.html
@@ -178,7 +178,7 @@ 
Look-ahead

 
In backtracking algorithms, look ahead is the generic term for a subprocedure that attempts to foresee the effects of choosing a branching variable to evaluate one of its values. The two main aims of look-ahead are to choose a variable to evaluate next and to choose the order of values to assign to it.

 
 
In GraphQL, look-ahead machinery allows us to introspect the currently executed GraphQL operation to see which fields has been actually selected by it.

-
In Juniper, it's represented by the Executor::look_ahead() method.

+
In Juniper, it's represented by the Executor::look_ahead() method.

 
#![allow(unused)]
 fn main() {
 extern crate juniper;
@@ -210,7 +210,7 @@ 
Look-ahead

 }
 }

 

-
TIP: S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue, which is the default ScalarValue type for the Executor, and make our code more ergonomic, but less flexible and generic.

+
TIP: S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue, which is the default ScalarValue type for the Executor, and make our code more ergonomic, but less flexible and generic.

 
#![allow(unused)]
 fn main() {
 extern crate juniper;
@@ -374,7 +374,7 @@ 
N+1 problem

 SELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);
 

 
More features

-
See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren.

+
See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren.

 
                     
 
diff --git a/index.html b/index.html
index fa5e45405..28f54e296 100644
--- a/index.html
+++ b/index.html
@@ -177,7 +177,7 @@ 
Introduction
 
GraphQL is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools.

 

-
Juniper is a library for creating GraphQL servers in Rust. Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow).

+
Juniper is a library for creating GraphQL servers in Rust. Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as Rust will allow).

 
Juniper doesn't include a web server itself, instead, it provides building blocks to make integration with existing web servers straightforward. It optionally provides a pre-built integration for some widely used web server frameworks in Rust ecosystem.

 
    
 
  • Cargo crate
    • 
diff --git a/introduction.html b/introduction.html
index fa5e45405..28f54e296 100644
--- a/introduction.html
+++ b/introduction.html
@@ -177,7 +177,7 @@ 
    Introduction
 
    GraphQL is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools.
    
 
-
    Juniper is a library for creating GraphQL servers in Rust. Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow).
    
+
    Juniper is a library for creating GraphQL servers in Rust. Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as Rust will allow).
    
 
    Juniper doesn't include a web server itself, instead, it provides building blocks to make integration with existing web servers straightforward. It optionally provides a pre-built integration for some widely used web server frameworks in Rust ecosystem.
-

TIP: See more available features in the API docs of the #[derive(GraphQLObject)] attribute.

+

TIP: See more available features in the API docs of the #[derive(GraphQLObject)] attribute.

Relationships

GraphQL object fields can be of any GraphQL type, except input objects.

@@ -594,7 +594,7 @@

Relationships
  • Defining a circular GraphQL object, where one of its fields returns the type itself.
  • Using some other (non-struct) Rust type to represent a GraphQL object.
    • -

    To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block, which turns its methods into GraphQL fields:

    +

    To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block, which turns its methods into GraphQL fields:

    extern crate juniper;
 use juniper::{graphql_object, GraphQLObject};
 
@@ -772,7 +772,7 @@ 
    Ignoring
    
 
 fn main() {}
    -

    TIP: See more available features in the API docs of the #[graphql_object] attribute.

    +

    TIP: See more available features in the API docs of the #[graphql_object] attribute.

    Context

    Context is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information.

    @@ -950,12 +950,12 @@

    Comparison

    } fn main() {} -

    FieldResult<T> is an alias for Result<T, FieldError>, which is the error type all fallible fields must return. By using the ? operator, any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError.

    +

    FieldResult<T> is an alias for Result<T, FieldError>, which is the error type all fallible fields must return. By using the ? operator, any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError.

    -

    TIP: If a custom conversion into a FieldError is needed (to fill up extensions, for example), the IntoFieldError trait should be implemented.

    +

    TIP: If a custom conversion into a FieldError is needed (to fill up extensions, for example), the IntoFieldError trait should be implemented.

    -

    NOTE: FieldErrors are GraphQL field errors and are not visible in a GraphQL schema in any way.

    +

    NOTE: FieldErrors are GraphQL field errors and are not visible in a GraphQL schema in any way.

    Error payloads, null, and partial errors

    Juniper's error behavior conforms to the GraphQL specification.

    @@ -1002,7 +1002,7 @@

    Additional information

    -

    Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait:

    +

    Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait:

    #[macro_use] extern crate juniper;
 use juniper::{graphql_object, FieldError, IntoFieldError, ScalarValue};
 
@@ -1408,7 +1408,7 @@ 
    struct, or a trait (in case fields have arguments), which acts only as a blueprint describing the required list of fields, and is not used in runtime at all.
 
  • An auto-generated enum, representing a dispatchable value-type for the GraphQL interfaces, which may be referred and returned by other fields.
    • 
 
-
    This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)]:
    
+
    This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)]:
    
 
    extern crate juniper;
 use juniper::{graphql_interface, GraphQLInterface, GraphQLObject};
 
@@ -1750,14 +1750,14 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[graphql_interface] attribute.
    
+
    TIP: See more available features in the API docs of the #[graphql_interface] attribute.
    
 
    
 
    Unions
    
 
    
 
    GraphQL unions represent an object that could be one of a list of GraphQL object types, but provides for no guaranteed fields between those types. They also differ from interfaces in that object types declare what interfaces they implement, but are not aware of what unions contain them.
    
 
    
 
    From the server's point of view, GraphQL unions are somewhat similar to interfaces: the main difference is that they don't contain fields on their own, and so, we only need to represent a value, dispatchable into concrete objects.
    
-
    Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums. In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them:
    
+
    Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums. In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them:
    
 
    extern crate derive_more;
 extern crate juniper;
 use derive_more::From;
@@ -1887,14 +1887,14 @@ 
    Ignoring
    
 
    WARNING: It's the library user's responsibility to ensure that ignored enum variant is never returned from resolvers, otherwise resolving the GraphQL query will panic in runtime.
    
 
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.
    
 
    
 
    Enums
    
 
    
 
    GraphQL enum types, like scalar types, also represent leaf values in a GraphQL type system. However enum types describe the set of possible values.
    
 
    Enums are not references for a numeric value, but are unique values in their own right. They may serialize as a string: the name of the represented value.
    
 
    
-
    With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields:
    
+
    With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields:
    
 
    extern crate juniper;
 use juniper::GraphQLEnum;
 
@@ -2001,14 +2001,14 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.
    
 
    
 
    Input objects
    
 
    
 
    Fields may accept arguments to configure their behavior. These inputs are often scalars or enums, but they sometimes need to represent more complex values.
    
 
    A GraphQL input object defines a set of input fields; the input fields are either scalars, enums, or other input objects. This allows arguments to accept arbitrarily complex structs.
    
 
    
-
    In Juniper, defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct:
    
+
    In Juniper, defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct:
    
 
    #![allow(unused_variables)]
 extern crate juniper;
 use juniper::{graphql_object, GraphQLInputObject, GraphQLObject};
@@ -2128,7 +2128,7 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.
    
 
    
 
    Scalars
    
 
    GraphQL scalars represent primitive leaf values in a GraphQL type system: numbers, strings, and booleans.
    
@@ -2150,7 +2150,7 @@ 
    Built-in
    
 
 
    Custom
    
 
    We can create custom scalars for other primitive values, but they are still limited in the data types for representation, and only introduce additional semantic meaning. This, also, often requires coordination with the client library, intended to consume the API we're building.
    
-
    Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases).
    
+
    Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases).
    
 
    Transparent delegation
    
 
    Quite often, we want to create a custom GraphQL scalar type by just wrapping an existing one, inheriting all its behavior. In Rust, this is often called as "newtype pattern". This may be achieved by providing a #[graphql(transparent)] attribute to the definition:
    
 
    extern crate juniper;
@@ -2410,12 +2410,12 @@ 
    Full behavior
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.
    
 
    
 
    Foreign
    
-
    For implementing custom scalars on foreign types there is #[graphql_scalar] attribute.
    
+
    For implementing custom scalars on foreign types there is #[graphql_scalar] attribute.
    
 
    
-
    NOTE: To satisfy orphan rules, we should provide a local ScalarValue implementation.
    
+
    NOTE: To satisfy orphan rules, we should provide a local ScalarValue implementation.
    
 
    
 
    extern crate juniper;
 mod date {
@@ -2494,10 +2494,10 @@ 
    Object type.
    
 
    The query, mutation, and subscription root types must all be different types if provided.
    
 
-
    In Juniper, the RootNode type represents a schema. When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema.
    
+
    In Juniper, the RootNode type represents a schema. When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema.
    
 
    Both query and mutation objects are regular GraphQL objects, defined like any other object in Juniper. The mutation and subscription objects, however, are optional, since schemas can be read-only and do not require subscriptions.
    
 
    
-
    TIP: If mutation/subscription functionality is not needed, consider using the predefined EmptyMutation/EmptySubscription types for stubbing them in a RootNode.
    
+
    TIP: If mutation/subscription functionality is not needed, consider using the predefined EmptyMutation/EmptySubscription types for stubbing them in a RootNode.
    
 
    
 
    extern crate juniper;
 use juniper::{
@@ -2539,7 +2539,7 @@ 
    Export
    
 
    Many tools in GraphQL ecosystem require a schema definition to operate on. With Juniper we can export our GraphQL schema defined in Rust code either represented in the GraphQL schema language or in JSON.
    
 
    SDL (schema definition language)
    
-
    To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature):
    
+
    To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature):
    
 
    extern crate juniper;
 use juniper::{
     graphql_object, EmptyMutation, EmptySubscription, FieldResult, RootNode,
@@ -2578,7 +2578,7 @@ 
    JSON
    
-
    To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema, which result can be serialized into JSON:
    
+
    To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema, which result can be serialized into JSON:
    
 
    extern crate juniper;
 extern crate serde_json;
 use juniper::{
@@ -2662,9 +2662,9 @@ 
    JSON
    
 
 fn main () {}
    
 
    Coordinator
    
-
    GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks. This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits.
    
-
    The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription. Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic.
    
-
    While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator. The subscribe method returns a Future resolving into a Result<Connection, GraphQLError>, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails.
    
+
    GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks. This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits.
    
+
    The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription. Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic.
    
+
    While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator. The subscribe method returns a Future resolving into a Result<Connection, GraphQLError>, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails.
    
 
    extern crate futures;
 extern crate juniper;
 extern crate juniper_subscriptions;
@@ -2764,7 +2764,7 @@ 
    Disabling
    
 
    
 
    Disabling introspection in production is a widely debated topic, but we believe it’s one of the first things you can do to harden your GraphQL API in production.
    
 
    
-
    Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method:
    
+
    Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method:
    
 
    extern crate juniper;
 use juniper::{
     graphql_object, graphql_vars, EmptyMutation, EmptySubscription, GraphQLError,
@@ -2944,7 +2944,7 @@ 
    WebSocket
    
 
    mutation { patchUser(patch: {}) }
 
    
 
    The last two cases rely on being able to distinguish between explicit and implicit null.
    
-
    Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper, this can be done using the Nullable type:
    
+
    Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper, this can be done using the Nullable type:
    
 
    extern crate juniper;
 use juniper::{graphql_object, FieldResult, GraphQLInputObject, Nullable};
 
@@ -3257,7 +3257,7 @@ 
    Full exampleIn backtracking algorithms, look ahead is the generic term for a subprocedure that attempts to foresee the effects of choosing a branching variable to evaluate one of its values. The two main aims of look-ahead are to choose a variable to evaluate next and to choose the order of values to assign to it.
    
 
 
    In GraphQL, look-ahead machinery allows us to introspect the currently executed GraphQL operation to see which fields has been actually selected by it.
    
-
    In Juniper, it's represented by the Executor::look_ahead() method.
    
+
    In Juniper, it's represented by the Executor::look_ahead() method.
    
 
    #![allow(unused)]
 fn main() {
 extern crate juniper;
@@ -3289,7 +3289,7 @@ 
    Full example}
    
 
    
-
    TIP: S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue, which is the default ScalarValue type for the Executor, and make our code more ergonomic, but less flexible and generic.
    
+
    TIP: S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue, which is the default ScalarValue type for the Executor, and make our code more ergonomic, but less flexible and generic.
    
 
    #![allow(unused)]
 fn main() {
 extern crate juniper;
@@ -3453,7 +3453,7 @@ 
    N+1 problem
    
 
    More features
    
-
    See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren.
    
+
    See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren.
    
 
    Eager loading
    
 
    As a further evolution of the dealing with the N+1 problem via look-ahead, we may systematically remodel Rust types mapping to GraphQL ones in the way to encourage doing eager preloading of data for its fields and using the already preloaded data when resolving a particular field.
    
 
    At the moment, this approach is represented with the juniper-eager-loading crate for Juniper.
    
diff --git a/quickstart.html b/quickstart.html
index 8cd10f7da..aaeb6af8e 100644
--- a/quickstart.html
+++ b/quickstart.html
@@ -181,11 +181,11 @@ 
    Quickstart
    
 
    
 
    Installation
    
 
    [dependencies]
-juniper = "0.16.0"
+juniper = "0.16.1"
 
    
 
    Schema
    
 
    Exposing simple enums and structs as GraphQL types is just a matter of adding a custom derive attribute to them. Juniper includes support for basic Rust types that naturally map to GraphQL features, such as Option<T>, Vec<T>, Box<T>, Arc<T>, String, f64, i32, references, slices and arrays.
    
-
    For more advanced mappings, Juniper provides multiple macros to map your Rust types to a GraphQL schema. The most important one is the #[graphql_object] attribute that is used for declaring a GraphQL object with resolvers (typically used for declaring Query and Mutation roots).
    
+
    For more advanced mappings, Juniper provides multiple macros to map your Rust types to a GraphQL schema. The most important one is the #[graphql_object] attribute that is used for declaring a GraphQL object with resolvers (typically used for declaring Query and Mutation roots).
    
 
    # ![allow(unused_variables)]
 extern crate juniper;
 
diff --git a/schema/index.html b/schema/index.html
index 152e355d8..50219167b 100644
--- a/schema/index.html
+++ b/schema/index.html
@@ -185,10 +185,10 @@ 
    Schema
    
 
    Similarly, the subscription root operation type is also optional; if it is not provided, the service does not support subscriptions. If it is provided, it must be an Object type.
    
 
    The query, mutation, and subscription root types must all be different types if provided.
    
 
-
    In Juniper, the RootNode type represents a schema. When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema.
    
+
    In Juniper, the RootNode type represents a schema. When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema.
    
 
    Both query and mutation objects are regular GraphQL objects, defined like any other object in Juniper. The mutation and subscription objects, however, are optional, since schemas can be read-only and do not require subscriptions.
    
 
    
-
    TIP: If mutation/subscription functionality is not needed, consider using the predefined EmptyMutation/EmptySubscription types for stubbing them in a RootNode.
    
+
    TIP: If mutation/subscription functionality is not needed, consider using the predefined EmptyMutation/EmptySubscription types for stubbing them in a RootNode.
    
 
    
 
    extern crate juniper;
 use juniper::{
@@ -230,7 +230,7 @@ 
    Schema
    
 
    Export
    
 
    Many tools in GraphQL ecosystem require a schema definition to operate on. With Juniper we can export our GraphQL schema defined in Rust code either represented in the GraphQL schema language or in JSON.
    
 
    SDL (schema definition language)
    
-
    To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature):
    
+
    To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature):
    
 
    extern crate juniper;
 use juniper::{
     graphql_object, EmptyMutation, EmptySubscription, FieldResult, RootNode,
@@ -269,7 +269,7 @@ 
    JSON
    
-
    To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema, which result can be serialized into JSON:
    
+
    To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema, which result can be serialized into JSON:
    
 
    extern crate juniper;
 extern crate serde_json;
 use juniper::{
diff --git a/schema/introspection.html b/schema/introspection.html
index 84397d6e8..88d291a14 100644
--- a/schema/introspection.html
+++ b/schema/introspection.html
@@ -195,7 +195,7 @@ 
    Disabling
    
 
    
 
    Disabling introspection in production is a widely debated topic, but we believe it’s one of the first things you can do to harden your GraphQL API in production.
    
 
    
-
    Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method:
    
+
    Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method:
    
 
    extern crate juniper;
 use juniper::{
     graphql_object, graphql_vars, EmptyMutation, EmptySubscription, GraphQLError,
diff --git a/schema/subscriptions.html b/schema/subscriptions.html
index 413eb4629..82279e789 100644
--- a/schema/subscriptions.html
+++ b/schema/subscriptions.html
@@ -218,9 +218,9 @@ 
    Subscriptions
 
 fn main () {}
    
 
    Coordinator
    
-
    GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks. This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits.
    
-
    The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription. Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic.
    
-
    While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator. The subscribe method returns a Future resolving into a Result<Connection, GraphQLError>, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails.
    
+
    GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks. This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits.
    
+
    The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription. Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic.
    
+
    While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator. The subscribe method returns a Future resolving into a Result<Connection, GraphQLError>, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails.
    
 
    extern crate futures;
 extern crate juniper;
 extern crate juniper_subscriptions;
diff --git a/searchindex.js b/searchindex.js
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--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools. Juniper is a library for creating GraphQL servers in Rust . Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow). Juniper doesn't include a web server itself, instead, it provides building blocks to make integration with existing web servers straightforward. It optionally provides a pre-built integration for some widely used web server frameworks in Rust ecosystem. Cargo crate API reference","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification (October 2021) . NOTE : As an exception to other GraphQL libraries for other languages, Juniper builds non-null types by default. A field of type Vec will be converted into [Episode!]!. The corresponding Rust type for a nullable [Episode] would be Option>> instead.","breadcrumbs":"Introduction » Features","id":"1","title":"Features"},"10":{"body":"Most of the work in working with Juniper consists of mapping the GraphQL type system to the Rust types our application uses. Juniper provides some convenient abstractions making this process as painless as possible. Find out more in the individual chapters below: Objects Complex fields Context Error handling Field errors Schema errors Generics Interfaces Unions Enums Input objects Scalars","breadcrumbs":"Type system » Type system","id":"10","title":"Type system"},"11":{"body":"GraphQL objects represent a list of named fields, each of which yield a value of a specific type. When declaring a GraphQL schema , most of the time we deal with GraphQL objects , because they are the only place where we actually define the behavior once schema gets executed . There are two ways to define a GraphQL object in Juniper : The easiest way, suitable for trivial cases, is to use the #[derive(GraphQLObject)] attribute on a struct , as described below. The other way, using the #[graphql_object] attribute , is described in the \"Complex fields\" chapter .","breadcrumbs":"Type system » Objects » Objects","id":"11","title":"Objects"},"12":{"body":"While any type in Rust can be exposed as a GraphQL object , the most common one is a struct : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n}\n#\n# fn main() {} This creates a GraphQL object type called Person, with two fields: name of type String!, and age of type Int!. Because of Rust 's type system, everything is exported as non-null by default. TIP : If a nullable field is required, the most obvious way is to use Option. Or Nullable for distinguishing between explicit and implicit nulls .","breadcrumbs":"Type system » Objects » Trivial","id":"12","title":"Trivial"},"13":{"body":"We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the defined GraphQL object type and its fields. Juniper will automatically use associated Rust doc comments as GraphQL descriptions : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// Information about a person.\n#[derive(GraphQLObject)]\nstruct Person { /// The person's full name, including both first and last names. name: String, /// The person's age in years, rounded down. age: i32,\n}\n#\n# fn main() {} If using Rust doc comments is not desired (for example, when we want to keep Rust API docs and GraphQL schema descriptions different), the #[graphql(description = \"...\")] attribute can be used instead, which takes precedence over Rust doc comments : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Documentation","id":"13","title":"Documentation"},"14":{"body":"By default, struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Renaming","id":"14","title":"Renaming"},"15":{"body":"To deprecate a GraphQL object field, either the #[graphql(deprecated = \"...\")] attribute, or Rust's #[deprecated] attribute , should be used: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the `name` field instead.\")] first_name: String, #[deprecated(note = \"Please use the `name` field instead.\")] last_name: String,\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Deprecation","id":"15","title":"Deprecation"},"16":{"body":"By default, all struct fields are included into the generated GraphQL object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(ignore)] password_hash: String, // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference is_banned: bool, // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLObject)] attribute.","breadcrumbs":"Type system » Objects » Ignoring","id":"16","title":"Ignoring"},"17":{"body":"GraphQL object fields can be of any GraphQL type, except input objects . Let's see what it means to build relationships between objects : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(GraphQLObject)]\nstruct House { address: Option, // converted into `String` (`null`able) inhabitants: Vec, // converted into `[Person!]!`\n}\n#\n# fn main() {} Because Person is a valid GraphQL type, we can have a Vec in a struct , and it'll be automatically converted into a list of non-nullable Person objects .","breadcrumbs":"Type system » Objects » Relationships","id":"17","title":"Relationships"},"18":{"body":"Using a plain Rust struct for representing a GraphQL object is easy and trivial but does not cover every case. What if we need to express something non-trivial as a GraphQL field , such as: Calling non-trivial logic while executing the field (like querying database, etc.). Accepting field arguments . Defining a circular GraphQL object , where one of its fields returns the type itself. Using some other (non- struct ) Rust type to represent a GraphQL object . To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block , which turns its methods into GraphQL fields : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} // Defines the `House` GraphQL object.\n#[graphql_object]\nimpl House { // Creates the field `inhabitantWithName(name: String!)`, // returning a `null`able `Person`. fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n}\n#\n# fn main() {} NOTE : To access global data such as database connections or authentication information, a context is used. To learn more about this, see the \"Context\" chapter .","breadcrumbs":"Type system » Objects » Complex fields » Complex fields","id":"18","title":"Complex fields"},"19":{"body":"Though Rust doesn't have the notion of default arguments, GraphQL arguments are able to have default values. These default values are used when a GraphQL operation doesn't specify the argument explicitly. In Juniper , defining a default value for a GraphQL argument is enabled by the #[graphql(default)] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\nimpl Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String { format!(\"{arg1} {arg2}\") }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Complex fields » Default arguments","id":"19","title":"Default arguments"},"2":{"body":"","breadcrumbs":"Introduction » Integrations","id":"2","title":"Integrations"},"20":{"body":"Like with the #[derive(GraphQLObject)] attribute on structs , field names are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention. We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(name = \"PersonObject\")]\nimpl Person { // exposed as `PersonObject` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(rename_all = \"none\")] // disables any renaming\nimpl Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Complex fields » Renaming","id":"20","title":"Renaming"},"21":{"body":"Similarly, GraphQL fields may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; /// This doc comment is visible only in Rust API docs.\n#[graphql_object]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\nimpl Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str { \"\" } #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool { arg } /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool { true } // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool { // has no description in GraphQL schema false }\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Complex fields » Documentation and deprecation","id":"21","title":"Documentation and deprecation"},"22":{"body":"By default, all methods of an impl block are exposed as GraphQL fields . If a method should not be exposed as a GraphQL field , it should be defined in a separate impl block or marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person { name: String, age: i32,\n} #[graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age } #[graphql(ignore)] pub fn hidden_from_graphql(&self) { // whatever goes... } #[graphql(skip)] // ^^^^ alternative naming, up to your preference pub fn also_hidden_from_graphql(&self) { // whatever goes... }\n} impl Person { pub fn not_even_considered_for_graphql(&self) { // whatever goes... }\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_object] attribute.","breadcrumbs":"Type system » Objects » Complex fields » Ignoring","id":"22","title":"Ignoring"},"23":{"body":"Context is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. Let's say that we have a simple Users database in a HashMap: # #![allow(dead_code)]\n# use std::collections::HashMap;\n#\nstruct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n}\n#\n# fn main() {} We would like to define a friends field on User that returns a list of User objects . In order to write such a field we need to query a Database. To accomplish this we must first mark the Database as a valid context type and then assign it to the User object . To gain access to the context in the friends field , we need to specify an argument with the same type as the specified context: # extern crate juniper;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\n#\nstruct Database { users: HashMap,\n} // Mark the `Database` as a valid context type for Juniper.\nimpl juniper::Context for Database {} struct User { id: i32, name: String, friend_ids: Vec,\n} #[graphql_object]\n#[graphql(context = Database)] // assign `Database` as the context type\nimpl User { // Inject the `Database` context by specifying an argument with the // context type: // - the type must be a reference; // - the name of the argument SHOULD be `context` (or `ctx`). fn friends<'db>(&self, context: &'db Database) -> Vec<&'db User> { // ^^^^^^^ or `ctx`, up to your preference self.friend_ids.iter() .map(|id| { context.users.get(&id).expect(\"could not find `User` with ID\") }) .collect() } fn friend<'db>( &self, id: i32, // Alternatively, the context argument may be marked with an attribute, // and thus, named arbitrary. #[graphql(context)] db: &'db Database, // ^^^^^^^ or `ctx`, up to your preference ) -> Option<&'db User> { self.friend_ids.contains(&id).then(|| { db.users.get(&id).expect(\"could not find `User` with ID\") }) } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Context » Context","id":"23","title":"Context"},"24":{"body":"Context cannot be a mutable reference as fields may be resolved concurrently. If something in the context requires a mutable reference, the context type should leverage the interior mutability pattern (e.g. use RwLock, RefCell or similar). For example, when using async runtime with work stealing (like tokio ), which obviously requires thread safety in addition, we will need to use a corresponding async version of RwLock: # extern crate juniper;\n# extern crate tokio;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\nuse tokio::sync::RwLock; struct Database { requested_count: HashMap,\n} // Since we cannot directly implement `juniper::Context`\n// for `RwLock`, we use the newtype idiom.\nstruct DatabaseContext(RwLock); impl juniper::Context for DatabaseContext {} struct User { id: i32, name: String\n} #[graphql_object]\n#[graphql(context = DatabaseContext)]\nimpl User { async fn times_requested<'db>(&self, ctx: &'db DatabaseContext) -> i32 { // Acquire a mutable reference and `.await` if async `RwLock` is used, // which is necessary if context consists of async operations like // querying remote databases. // Obtain base type. let DatabaseContext(db) = ctx; // If context is immutable use `.read()` on `RwLock` instead. let mut db = db.write().await; // Perform a mutable operation. db.requested_count .entry(self.id) .and_modify(|e| *e += 1) .or_insert(1) .clone() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {} TIP : Replace tokio::sync::RwLock with std::sync::RwLock (or similar) if you don't intend to use async resolving.","breadcrumbs":"Type system » Objects » Context » Mutating and mutable references","id":"24","title":"Mutating and mutable references"},"25":{"body":"Error handling in GraphQL can be done in multiple ways. We will cover the two different error handling models mostly used: Implicit field results . Explicit errors backend by GraphQL schema . Choosing the right error handling method depends on the requirements of the application and the concrete error happening. Investigating both approaches is beneficial.","breadcrumbs":"Type system » Objects » Error handling » Error handling","id":"25","title":"Error handling"},"26":{"body":"The first approach (where every error is a field error ) is easier to implement. However, clients won't know what errors may occur and instead will have to infer what happens from the error message . This is brittle and could change over time due to either clients or server changing. Therefore, extensive integration testing between clients and server is required to maintain the implicit contract between the two. Encoding non-critical errors in a GraphQL schema makes the contract between clients and the server explicit. This allows clients to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into a GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Type system » Objects » Error handling » Comparison","id":"26","title":"Comparison"},"27":{"body":"Rust provides two ways of dealing with errors : Result for recoverable errors; panic! for unrecoverable errors. Juniper does not do anything about panicking, it naturally bubbles up to the surrounding code/framework and can be dealt with there. For recoverable errors, Juniper works well with the built-in Result type . You can use the ? operator and things will work as you expect them to: # extern crate juniper;\n# use std::{fs::File, io::Read, path::PathBuf, str};\n# use juniper::{graphql_object, FieldResult};\n#\nstruct Example { filename: PathBuf,\n} #[graphql_object]\nimpl Example { fn contents(&self) -> FieldResult { let mut file = File::open(&self.filename)?; let mut contents = String::new(); file.read_to_string(&mut contents)?; Ok(contents) } fn foo() -> FieldResult> { // Some invalid bytes. let invalid = vec![128, 223]; Ok(Some(str::from_utf8(&invalid)?.to_string())) }\n}\n#\n# fn main() {} FieldResult is an alias for Result , which is the error type all fallible fields must return. By using the ? operator , any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError . TIP : If a custom conversion into a FieldError is needed (to fill up extensions , for example), the IntoFieldError trait should be implemented. NOTE : FieldError s are GraphQL field errors and are not visible in a GraphQL schema in any way.","breadcrumbs":"Type system » Objects » Error handling » Field errors » Field errors","id":"27","title":"Field errors"},"28":{"body":"Juniper 's error behavior conforms to the GraphQL specification . When a field returns an error , the field 's result is replaced by null, and an additional errors object is created at the top level of the response , and the execution is resumed. Let's run the following query against the previous example: { example { contents foo }\n} If str::from_utf8 results in a std::str::Utf8Error, then the following will be returned: { \"data\": { \"example\": { \"contents\": \"\", \"foo\": null } }, \"errors\": [{ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n} Since Non-Null type fields cannot be null , field errors are propagated to be handled by the parent field . If the parent field may be null then it resolves to null , otherwise if it is a Non-Null type , the field error is further propagated to its parent field . For example, with the following query: { example { contents }\n} If the File::open() above results in a std::io::ErrorKind::PermissionDenied, the following ill be returned: { \"data\": null, \"errors\": [{ \"message\": \"Permission denied (os error 13)\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n}","breadcrumbs":"Type system » Objects » Error handling » Field errors » Error payloads, null, and partial errors","id":"28","title":"Error payloads, null, and partial errors"},"29":{"body":"Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait : # #[macro_use] extern crate juniper;\n# use juniper::{graphql_object, FieldError, IntoFieldError, ScalarValue};\n#\nenum CustomError { WhateverNotSet,\n} impl IntoFieldError for CustomError { fn into_field_error(self) -> FieldError { match self { Self::WhateverNotSet => FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[graphql_object]\nimpl Example { fn whatever(&self) -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n}\n#\n# fn main() {} And the specified structured error information will be included into the error's extensions : { \"errors\": [{ \"message\": \"Whatever does not exist\", \"locations\": [{\"line\": 2, \"column\": 4}], \"extensions\": { \"type\": \"NO_WHATEVER\" } }]\n} NOTE : This pattern is particularly useful when it comes to instrumentation of returned field errors with custom error codes or additional diagnostics (like stack traces or tracing IDs).","breadcrumbs":"Type system » Objects » Error handling » Field errors » Additional information","id":"29","title":"Additional information"},"3":{"body":"Juniper provides out-of-the-box integration for some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature : bigdecimal bson chrono , chrono-tz rust_decimal time url uuid","breadcrumbs":"Introduction » Types","id":"3","title":"Types"},"30":{"body":"Rust 's model of errors can be adapted for GraphQL . Rust 's panic is similar to a field error - the whole query is aborted and nothing can be extracted (except for error related information). Not all errors require this strict handling. Recoverable or partial errors can be put into a GraphQL schema , so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two classes: Critical errors that cannot be fixed by clients (e.g. a database error). Recoverable errors that can be fixed by clients (e.g. invalid input data). Critical errors are returned from resolvers as field errors (from the previous chapter ). Recoverable errors are part of a GraphQL schema and can be handled gracefully by clients. Similar to Rust , GraphQL allows similar error models with unions (see \"Unions\" chapter ).","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Schema errors","id":"30","title":"Schema errors"},"31":{"body":"In this example, basic input validation is implemented with GraphQL types . Strings are used to identify the problematic field name. Errors for a particular field are also returned as a string . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".into(), message: \"between 10 and 100\".into(), }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".into(), message: \"between 1 and 10\".into(), }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n}\n#\n# fn main() {} Each function may have a different return type and depending on the input parameters a new result type may be required. For example, adding a User would require a new result type containing the variant Ok(User)instead of Ok(Item). NOTE : In this example the returned string contains a server-side localized error message. However, it is also possible to return a unique string identifier and have the client present a localized string to its users. The client can send a mutation request and handle the resulting errors in the following manner: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} NOTE : A useful side effect of this approach is to have partially successful queries or mutations. If one resolver fails, the results of the successful resolvers are not discarded.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Simple","id":"31","title":"Example: Simple"},"32":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL type system to describe the errors more precisely. For each fallible input argument we create a field in a GraphQL object . The field is set if the validation for that particular argument fails. # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut error = ValidationError { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n}\n#\n# fn main() {} NOTE : We will likely want some kind of code generation to reduce repetition as the number of types required is significantly larger than before. Each resolver function has a custom ValidationResult which contains only fields provided by the function. So, all the expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client: { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex","id":"32","title":"Example: Complex"},"33":{"body":"Our examples so far have only included non-critical errors. Providing errors inside a GraphQL schema still allows us to return unexpected critical errors when they occur. In the following example, a theoretical database could fail and would generate errors. Since it is not common for a database to fail, the corresponding error is returned as a critical error : # extern crate juniper;\n# use juniper::{graphql_object, graphql_value, FieldError, GraphQLObject, GraphQLUnion, ScalarValue};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> FieldError { match self { Self::Database => FieldError::new( \"Internal database error\", graphql_value!({\"type\": \"DATABASE\"}), ), } }\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> Result { let mut error = ValidationErrorItem { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex with critical errors","id":"33","title":"Example: Complex with critical errors"},"34":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Shopify API","id":"34","title":"Example: Shopify API"},"35":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects . However, any Rust type can be exposed a GraphQL object . Using Result-like enums can be a useful way of reporting validation errors from a mutation: # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} enum SignUpResult { Ok(User), Error(Vec),\n} #[graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match self { Self::Ok(user) => Some(user), Self::Error(_) => None, } } fn error(&self) -> Option<&[ValidationError]> { match self { Self::Ok(_) => None, Self::Error(errs) => Some(errs.as_slice()) } }\n}\n#\n# fn main() {} Here, we use an enum to decide whether a client's input data is valid or not, and it could be used as the result of e.g. a signUp mutation: { mutation { signUp(name: \"wrong\") { user { name } error { field message } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Non-struct objects","id":"35","title":"Example: Non-struct objects"},"36":{"body":"Yet another point where GraphQL and Rust differs is in how generics work: In Rust , almost any type could be generic - that is, take type parameters. In GraphQL , there are only two generic types: lists and non-nullables . This poses a restriction on what we can expose in GraphQL from Rust : no generic structs can be exposed - all type parameters must be bound. For example, we cannot expose Result as a GraphQL type , but we can expose Result as a GraphQL type . Let's make a slightly more compact but generic implementation of the last schema error example : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String, } #[derive(GraphQLObject)] struct ForumPost { title: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} struct MutationResult(Result>); #[graphql_object]\n#[graphql(name = \"UserResult\")]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n} #[graphql_object]\n#[graphql(name = \"ForumPostResult\")]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n}\n#\n# fn main() {} Here, we've made a wrapper around a Result and exposed some concrete instantiations of Result as distinct GraphQL objects . NOTE : The reason we needed the wrapper is of Rust 's orphan rules (both the Result and Juniper 's internal traits are from third-party sources). NOTE : Because we're using generics, we also need to specify a name for our instantiated GraphQL types . Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name . And, also, two different GraphQL types cannot have the same MutationResult name, inferred by default.","breadcrumbs":"Type system » Objects » Generics » Generics","id":"36","title":"Generics"},"37":{"body":"GraphQL interfaces represent a list of named fields and their arguments . GraphQL objects and interfaces can then implement these interfaces which requires that the implementing type will define all fields defined by those interfaces . GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust , unfortunately, has no concept that maps perfectly to them. The nearest analogue of GraphQL interfaces are Rust traits , but the main difference is that in GraphQL an interface type serves both as an abstraction and a boxed value (dispatchable to concrete implementers) , while in Rust , a trait is an abstraction only , and to represent such a boxed value a separate type is required , like a trait object or an enum consisting of implementer types, because Rust trait doesn't represent a type itself, and so, can have no values. Another notable difference is that GraphQL interfaces are more like structurally-typed contracts: they only declare a list of fields a GraphQL type should already have. Rust traits , on the other hand, are type classes , which don't really care about existing methods, but, rather, require to provide implementations for required methods despite the fact whether the type already has such methods or not. This difference makes the trait implementation not a good fit for expressing a GraphQL interface implementation, because we don't really need to implement any fields , the GraphQL type implementing a GraphQL interface has those fields already. We only need to check that fields' signatures match . That's why Juniper takes the following approach to represent GraphQL interfaces , which consists of two parts: Either a struct , or a trait (in case fields have arguments ), which acts only as a blueprint describing the required list of fields , and is not used in runtime at all. An auto-generated enum , representing a dispatchable value-type for the GraphQL interfaces , which may be referred and returned by other fields . This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)] : # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface, GraphQLObject};\n#\n// By default a `CharacterValue` enum is generated by macro to represent\n// values of this GraphQL interface.\n#[derive(GraphQLInterface)]\n#[graphql(for = Human)] // enumerating all implementers is mandatory\nstruct Character { id: String,\n} // Using a trait to describe the required fields is fine too. #[graphql_interface]\n#[graphql(enum = HasHomeEnum, for = Human)]\n// ^^^^ the generated value-type enum can be renamed, if required\ntrait HasHome { fn home_planet(&self) -> &str;\n} #[derive(GraphQLObject)]\n#[graphql(impl = [CharacterValue, HasHomeEnum])] // ^^^^^^^^^^^^^^ ^^^^^^^^^^^\n// Notice the enum type names, neither the trait name nor the struct name\n// is used to refer the GraphQL interface.\nstruct Human { id: String, // also resolves `Character.id` field home_planet: String, // also resolves `HasHome.homePlanet` field\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces","id":"37","title":"Interfaces"},"38":{"body":"GraphQL allows implementing interfaces on other interfaces in addition to objects : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } // As `String` and `&str` aren't distinguished by GraphQL spec and // represent the same `!String` GraphQL scalar, we can use them // interchangeably. The same is applied for `Cow<'a, str>`. // ⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄ fn home_planet() -> &'static str { \"Tatooine\" }\n}\n#\n# fn main() {} NOTE : Every interface has to specify all other interfaces / objects it implements or implemented for. Missing one of for = or impl = attribute arguments is a compile-time error . # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\npub struct ObjA { id: String,\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\n// ^^^^^^^^^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: missing interface // reference in implementer's `impl` attribute.'\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces implementing other interfaces","id":"38","title":"Interfaces implementing other interfaces"},"39":{"body":"GraphQL allows implementers (both objects and other interfaces ) to return \"subtypes\" instead of an original value. Basically, this allows to impose additional bounds on the implementation. Valid \"subtypes\" are: interface implementer instead of an interface itself: I implements T in place of a T; Vec in place of a Vec. non-null value in place of a nullable: T in place of a Option; Vec in place of a Vec>. These rules are recursively applied, so Vec> is a valid \"subtype\" of a Option>>>>. Also, GraphQL allows implementers to add nullable field arguments , which aren't present on an original interface. # extern crate juniper;\n# use juniper::{graphql_interface, graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(for = HumanConnectionValue)]\nstruct Connection { nodes: Vec,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = ConnectionValue)]\nstruct HumanConnection { nodes: Vec, // ^^^^^^^^^^ notice not `NodeValue` // This can happen, because every `Human` is a `Node` too, so we just // impose additional bounds, which still can be resolved with // `... on Connection { nodes }` syntax.\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } fn home_planet(language: Option) -> &'static str { // ^^^^^^^^^^^^^^ // Notice additional `null`able field argument, which is missing on // `Human`. Resolving `...on Human { homePlanet }` will provide `None` // for this argument (default argument value). match language.as_deref() { None | Some(\"en\") => \"Tatooine\", Some(\"ko\") => \"타투인\", _ => unimplemented!(), } }\n}\n#\n# fn main() {} NOTE : Violating GraphQL \"subtyping\" or additional nullable argument rules is a compile-time error . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface};\n#\npub struct ObjA { id: String,\n} #[graphql_object]\n#[graphql(impl = CharacterValue)]\nimpl ObjA { fn id(&self, is_present: bool) -> &str {\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: Argument // `isPresent` of type `Boolean!` isn't present on the interface and so has\n// to be nullable.' is_present.then_some(&self.id).unwrap_or(\"missing\") }\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {} # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\n#[graphql(impl = CharacterValue)]\npub struct ObjA { id: Vec,\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: // implementer is expected to return a subtype of interface's return\n// object: `[String!]!` is not a subtype of `String!`.' } #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Subtyping and additional nullable arguments","id":"39","title":"Subtyping and additional nullable arguments"},"4":{"body":"actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ( juniper_hyper crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate)","breadcrumbs":"Introduction » Web server frameworks","id":"4","title":"Web server frameworks"},"40":{"body":"Similarly to GraphQL object fields , GraphQL arguments of interfaces are able to have default values, though Rust doesn't have such notion: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\ntrait Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String;\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Default arguments","id":"40","title":"Default arguments"},"41":{"body":"Just as with defining GraphQL objects , by default, fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\n#[graphql(name = \"CharacterInterface\")]\nstruct Character { // exposed as `CharacterInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] renamed_field: bool, // exposed as `myCustomFieldName` in GraphQL schema\n} #[graphql_interface]\n#[graphql(name = \"PersonInterface\")]\ntrait Person { // exposed as `PersonInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\n#[graphql(rename_all = \"none\")] // disables any renaming\ntrait Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Interfaces » Renaming","id":"41","title":"Renaming"},"42":{"body":"Similarly, GraphQL fields of interfaces may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n/// This doc comment is visible only in Rust API docs.\n#[graphql_interface]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\ntrait Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str; #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool; /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool; // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool; // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL interface / object fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Interfaces » Documentation and deprecation","id":"42","title":"Documentation and deprecation"},"43":{"body":"By default, all struct fields or trait methods are considered as GraphQL fields . If a helper method is needed, or it should be ignored for some reason, then it should be marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use std::marker::PhantomPinned;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\nstruct Character { id: i32, #[graphql(ignore)] _pin: PhantomPinned,\n} #[graphql_interface]\ntrait Person { fn name(&self) -> &str; fn age(&self) -> i32; #[graphql(ignore)] fn hidden_from_graphql(&self) { // Ignored methods are allowed to have a default implementation! } #[graphql(skip)] // ^^^^ alternative naming, up to your preference fn also_hidden_from_graphql(&self);\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_interface] attribute.","breadcrumbs":"Type system » Interfaces » Ignoring","id":"43","title":"Ignoring"},"44":{"body":"GraphQL unions represent an object that could be one of a list of GraphQL object types, but provides for no guaranteed fields between those types. They also differ from interfaces in that object types declare what interfaces they implement, but are not aware of what unions contain them. From the server's point of view, GraphQL unions are somewhat similar to interfaces : the main difference is that they don't contain fields on their own, and so, we only need to represent a value, dispatchable into concrete objects . Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums . In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them: # extern crate derive_more;\n# extern crate juniper;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\n// ^^^^ only for convenience, and may be omitted\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Unions » Unions","id":"44","title":"Unions"},"45":{"body":"Just as with renaming GraphQL objects , we can override the default union name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n#[derive(GraphQLUnion)]\n#[graphql(name = \"CharacterUnion\")]\nenum Character { // exposed as `CharacterUnion` in GraphQL schema Human(Human), Droid(Droid),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special names aside from the ones provided by objects themselves, and so, obviously, cannot be renamed .","breadcrumbs":"Type system » Unions » Renaming","id":"45","title":"Renaming"},"46":{"body":"Similarly to documenting GraphQL objects , we can document a GraphQL union via #[graphql(description = \"...\")] attribute or Rust doc comments : # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n/// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions.\n#[derive(GraphQLUnion)]\nenum Character { /// This doc comment is visible only in Rust API docs. Human(Human), /// This doc comment is visible only in Rust API docs. Droid(Droid),\n} /// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLUnion)]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\n// ^^^^^^^^^^^ or `desc` shortcut, up to your preference\nenum Person { /// This doc comment is visible only in Rust API docs. Human(Human),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special constructors aside from the provided objects directly, and so, cannot be documented , but rather reuse object descriptions \"as is\".","breadcrumbs":"Type system » Unions » Documentation","id":"46","title":"Documentation"},"47":{"body":"In some rare situations we may want to omit exposing an enum variant in a GraphQL schema . Similarly to GraphQL enums , we can just annotate the variant with the #[graphql(ignore)] attribute. As an example, let's consider the situation where we need to bind some type parameter T for doing interesting type-level stuff in our resolvers. To achieve this we need to have PhantomData, but we don't want it exposed in the GraphQL schema. # extern crate derive_more;\n# extern crate juniper;\n# use std::marker::PhantomData;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\nenum Character { Human(Human), Droid(Droid), #[from(ignore)] #[graphql(ignore)] // ^^^^^^ or `skip`, up to your preference _State(PhantomData),\n}\n#\n# fn main() {} WARNING : It's the library user's responsibility to ensure that ignored enum variant is never returned from resolvers, otherwise resolving the GraphQL query will panic in runtime . TIP : See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.","breadcrumbs":"Type system » Unions » Ignoring","id":"47","title":"Ignoring"},"48":{"body":"GraphQL enum types, like scalar types, also represent leaf values in a GraphQL type system. However enum types describe the set of possible values. Enums are not references for a numeric value, but are unique values in their own right. They may serialize as a string: the name of the represented value. With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Enums » Enums","id":"48","title":"Enums"},"49":{"body":"By default, enum variants are converted from Rust 's standard PascalCase naming convention into GraphQL 's SCREAMING_SNAKE_CASE convention: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, // exposed as `NEW_HOPE` in GraphQL schema Empire, // exposed as `EMPIRE` in GraphQL schema Jedi, // exposed as `JEDI` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(name = \"WrongEpisode\")] // now exposed as `WrongEpisode` in GraphQL schema\nenum Episode { #[graphql(name = \"LAST_HOPE\")] NewHope, // exposed as `LAST_HOPE` in GraphQL schema Empire, Jedi,\n}\n#\n# fn main() {} Or provide a different renaming policy for all the enum variants: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nenum Episode { NewHope, // exposed as `NewHope` in GraphQL schema Empire, // exposed as `Empire` in GraphQL schema Jedi, // exposed as `Jedi` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Enums » Renaming","id":"49","title":"Renaming"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"Introduction » API stability","id":"5","title":"API stability"},"50":{"body":"Just like when defining GraphQL objects , the GraphQL enum type and its values could be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLEnum)]\n#[graphql(description = \"An episode of Star Wars\")]\nenum StarWarsEpisode { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] NewHope, /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"Arguably the best one in the trilogy.\")] // ^^^^ shortcut for a `description` argument Empire, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. Jedi, #[deprecated(note = \"Only visible in Rust.\")] #[graphql(deprecated = \"We don't really talk about this one.\")] // ^^^^^^^^^^ takes precedence over Rust's `#[deprecated]` attribute ThePhantomMenace, // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Enums » Documentation and deprecation","id":"50","title":"Documentation and deprecation"},"51":{"body":"By default, all enum variants are included in the generated GraphQL enum type as values. To prevent including a specific variant, annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi, #[graphql(ignore)] Legends(T), // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference CloneWars(T), // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.","breadcrumbs":"Type system » Enums » Ignoring","id":"51","title":"Ignoring"},"52":{"body":"Fields may accept arguments to configure their behavior. These inputs are often scalars or enums , but they sometimes need to represent more complex values. A GraphQL input object defines a set of input fields; the input fields are either scalars , enums , or other input objects . This allows arguments to accept arbitrarily complex structs. In Juniper , defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct : # #![allow(unused_variables)]\n# extern crate juniper;\n# use juniper::{graphql_object, GraphQLInputObject, GraphQLObject};\n#\n#[derive(GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(GraphQLObject)] struct User { name: String } #[graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Input objects » Input objects","id":"52","title":"Input objects"},"53":{"body":"Just as with defining GraphQL objects , by default struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Input objects » Renaming","id":"53","title":"Renaming"},"54":{"body":"Similarly, GraphQL descriptions may be provided by either using Rust doc comments or with the #[graphql(description = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {} NOTE : As of October 2021 GraphQL specification , GraphQL input object 's fields cannot be deprecated .","breadcrumbs":"Type system » Input objects » Documentation","id":"54","title":"Documentation"},"55":{"body":"By default, all struct fields are included into the generated GraphQL input object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: WARNING : Ignored fields must either implement Default or be annotated with the #[graphql(default = )] argument. # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\nenum System { Cartesian,\n} #[derive(GraphQLInputObject)]\nstruct Point2D { x: f64, y: f64, #[graphql(ignore, default = System::Cartesian)] // ^^^^^^^^^^^^^^^^^^^^^^^^^^^ // This attribute is required, as we need to be able to construct // a `Point2D` value from the `{ x: 0.0, y: 0.0 }` GraphQL input value, // received from client-side. system: System, // `Default::default()` value is used, if no // `#[graphql(default = )]` is specified. #[graphql(skip)] // ^^^^ alternative naming, up to your preference shift: f64, }\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.","breadcrumbs":"Type system » Input objects » Ignoring","id":"55","title":"Ignoring"},"56":{"body":"GraphQL scalars represent primitive leaf values in a GraphQL type system: numbers, strings, and booleans.","breadcrumbs":"Type system » Scalars » Scalars","id":"56","title":"Scalars"},"57":{"body":"Juniper provides support for all the built-in scalars . Rust types GraphQL scalar bool Boolean i32 Int f64 Float String, &str String juniper::ID ID NOTE : ID scalar is defined in the GraphQL spec as a type that is serialized as a string, but can be parsed from both a string and an integer. TIP : There is no built-in support for i64, u64, or other Rust integer types, as the GraphQL spec doesn't define any built-in scalars for them by default. Instead, to be supported, they should be defined as custom scalars in a GraphQL schema .","breadcrumbs":"Type system » Scalars » Built-in","id":"57","title":"Built-in"},"58":{"body":"We can create custom scalars for other primitive values, but they are still limited in the data types for representation , and only introduce additional semantic meaning. This, also, often requires coordination with the client library, intended to consume the API we're building. Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases ).","breadcrumbs":"Type system » Scalars » Custom","id":"58","title":"Custom"},"59":{"body":"Quite often, we want to create a custom GraphQL scalar type by just wrapping an existing one, inheriting all its behavior. In Rust , this is often called as \"newtype pattern\" . This may be achieved by providing a #[graphql(transparent)] attribute to the definition: # extern crate juniper;\n# use juniper::{graphql_scalar, GraphQLScalar};\n#\n#[derive(GraphQLScalar)]\n#[graphql(transparent)]\npub struct UserId(i32); // Using `#[graphql_scalar]` attribute here makes no difference, and is fully\n// interchangeable with `#[derive(GraphQLScalar)]`. It's only up to the // personal preference - which one to use.\n#[graphql_scalar]\n#[graphql(transparent)]\npub struct MessageId { value: i32,\n}\n#\n# fn main() {} That's it, now the UserId and MessageId scalars can be used in GraphQL schema . We may also customize the definition, to provide more information about our custom scalar in GraphQL schema : # extern crate juniper;\n# use juniper::GraphQLScalar;\n#\n/// You can use a Rust doc comment to specify a description in GraphQL schema.\n#[derive(GraphQLScalar)]\n#[graphql( transparent, // Overwrite the name of this type in the GraphQL schema. name = \"MyUserId\", // Specifying a type description via attribute takes precedence over the // Rust doc comment, which allows to separate Rust API docs from GraphQL // schema descriptions, if required. description = \"Actual description.\", // Optional specification URL. specified_by_url = \"https://tools.ietf.org/html/rfc4122\",\n)]\npub struct UserId(String);\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Transparent delegation","id":"59","title":"Transparent delegation"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper . Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file.","breadcrumbs":"Quickstart » Quickstart","id":"6","title":"Quickstart"},"60":{"body":"In case we need to customize resolving of a custom GraphQL scalar value (change the way it gets executed), the #[graphql(to_output_with = )] attribute is the way to do so: # extern crate juniper;\n# use juniper::{GraphQLScalar, ScalarValue, Value};\n#\n#[derive(GraphQLScalar)]\n#[graphql(to_output_with = to_output, transparent)]\nstruct Incremented(i32); /// Increments [`Incremented`] before converting into a [`Value`].\nfn to_output(v: &Incremented) -> Value { let inc = v.0 + 1; Value::from(inc)\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Resolving","id":"60","title":"Resolving"},"61":{"body":"Customization of a custom GraphQL scalar value parsing is possible via #[graphql(from_input_with = )] attribute: # extern crate juniper;\n# use juniper::{GraphQLScalar, InputValue, ScalarValue};\n#\n#[derive(GraphQLScalar)]\n#[graphql(from_input_with = Self::from_input, transparent)]\nstruct UserId(String); impl UserId { /// Checks whether the [`InputValue`] is a [`String`] beginning with `id: ` /// and strips it. fn from_input(input: &InputValue) -> Result where S: ScalarValue { input.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {input}\")) .and_then(|str| { str.strip_prefix(\"id: \") .ok_or_else(|| { format!( \"Expected `UserId` to begin with `id: `, \\ found: {input}\", ) }) }) .map(|id| Self(id.to_owned())) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Input value parsing","id":"61","title":"Input value parsing"},"62":{"body":"Customization of which tokens a custom GraphQL scalar type should be parsed from, is possible via #[graphql(parse_token_with = )] or #[graphql(parse_token()] attributes: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( to_output_with = to_output, from_input_with = from_input, parse_token_with = parse_token,\n)]\n// ^^^^^^^^^^^^^^^^ Can be replaced with `parse_token(String, i32)`, which\n// tries to parse as `String` first, and then as `i32` if\n// prior fails.\nenum StringOrInt { String(String), Int(i32),\n} fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), }\n} fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\"))\n} fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult { >::from_str(value) .or_else(|_| >::from_str(value))\n}\n#\n# fn main() {} NOTE : Once we provide all 3 custom functions, there is no sense to follow newtype pattern anymore, as nothing left to inherit.","breadcrumbs":"Type system » Scalars » Token parsing","id":"62","title":"Token parsing"},"63":{"body":"Instead of providing all custom functions separately, it's possible to provide a module holding the appropriate to_output(), from_input() and parse_token() functions via #[graphql(with = )] attribute: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql(with = string_or_int)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } pub(super) fn parse_token(t: ScalarToken<'_>) -> ParseScalarResult { >::from_str(t) .or_else(|_| >::from_str(t)) }\n}\n#\n# fn main() {} A regular impl block is also suitable for that: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n// #[graphql(with = Self)] <- default behaviour, so can be omitted\nenum StringOrInt { String(String), Int(i32),\n} impl StringOrInt { fn to_output(&self) -> Value { match self { Self::String(s) => Value::scalar(s.to_owned()), Self::Int(i) => Value::scalar(*i), } } fn from_input(v: &InputValue) -> Result where S: ScalarValue { v.as_string_value() .map(|s| Self::String(s.into())) .or_else(|| v.as_int_value().map(Self::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult where S: ScalarValue { >::from_str(value) .or_else(|_| >::from_str(value)) }\n}\n#\n# fn main() {} At the same time, any custom function still may be specified separately, if required: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ScalarValue,\n# ScalarToken, Value\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( with = string_or_int, parse_token(String, i32)\n)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value where S: ScalarValue, { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result where S: ScalarValue, { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } // No need in `parse_token()` function.\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.","breadcrumbs":"Type system » Scalars » Full behavior","id":"63","title":"Full behavior"},"64":{"body":"For implementing custom scalars on foreign types there is #[graphql_scalar] attribute. NOTE : To satisfy orphan rules , we should provide a local ScalarValue implementation. # extern crate juniper;\n# mod date {\n# pub struct Date;\n# impl std::str::FromStr for Date {\n# type Err = String;\n#\n# fn from_str(_value: &str) -> Result { # unimplemented!()\n# }\n# }\n#\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# }\n#\n# use juniper::DefaultScalarValue as CustomScalarValue;\nuse juniper::{graphql_scalar, InputValue, ScalarValue, Value}; #[graphql_scalar( with = date_scalar, parse_token(String), scalar = CustomScalarValue,\n)]\n// ^^^^^^^^^^^^^^^^^ local `ScalarValue` implementation\ntype Date = date::Date;\n// ^^^^^^^^^^ type from another crate mod date_scalar { use super::*; pub(super) fn to_output(v: &Date) -> Value { Value::scalar(v.to_string()) } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {v}\")) .and_then(|s| s.parse().map_err(|e| format!(\"Failed to parse `Date`: {e}\"))) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Foreign","id":"64","title":"Foreign"},"65":{"body":"Juniper provides out-of-the-box GraphQL scalar implementations for some very common Rust crates. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature . Rust type GraphQL scalar Cargo feature BigDecimal BigDecimal bigdecimal bson::oid::ObjectId ObjectId bson bson::DateTime UtcDateTime bson chrono::NaiveDate Date chrono chrono::NaiveTime LocalTime chrono chrono::NaiveDateTime LocalDateTime chrono chrono::DateTime DateTime chrono chrono_tz::Tz TimeZone chrono-tz Decimal Decimal rust_decimal time::Date Date time time::Time LocalTime time time::PrimitiveDateTime LocalDateTime time time::OffsetDateTime DateTime time time::UtcOffset UtcOffset time Url Url url Uuid Uuid uuid","breadcrumbs":"Type system » Scalars » Supported out-of-the-box","id":"65","title":"Supported out-of-the-box"},"66":{"body":"Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file. GraphQL schema consists of three object types : a query root , a mutation root , and a subscription root . The query root operation type must be provided and must be an Object type. The mutation root operation type is optional; if it is not provided, the service does not support mutations. If it is provided, it must be an Object type. Similarly, the subscription root operation type is also optional; if it is not provided, the service does not support subscriptions. If it is provided, it must be an Object type. The query , mutation , and subscription root types must all be different types if provided. In Juniper , the RootNode type represents a schema . When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema . Both query and mutation objects are regular GraphQL objects , defined like any other object in Juniper . The mutation and subscription objects, however, are optional, since schemas can be read-only and do not require subscriptions . TIP : If mutation / subscription functionality is not needed, consider using the predefined EmptyMutation / EmptySubscription types for stubbing them in a RootNode . # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptySubscription, FieldResult, GraphQLObject, RootNode,\n# };\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} struct Query; #[graphql_object]\nimpl Query { fn user_with_username(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} struct Mutation; #[graphql_object]\nimpl Mutation { fn sign_up_user(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} type Schema = RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {} NOTE : It's considered a good practice to name query , mutation , and subscription root types as Query, Mutation, and Subscription respectively. The usage of subscriptions is a little different from the mutation and query objects , so they are discussed in the separate chapter .","breadcrumbs":"Schema » Schema","id":"66","title":"Schema"},"67":{"body":"Many tools in GraphQL ecosystem require a schema definition to operate on. With Juniper we can export our GraphQL schema defined in Rust code either represented in the GraphQL schema language or in JSON .","breadcrumbs":"Schema » Export","id":"67","title":"Export"},"68":{"body":"To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature): # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, FieldResult, RootNode,\n# };\n#\nstruct Query; #[graphql_object]\nimpl Query { fn hello(&self) -> FieldResult<&str> { Ok(\"hello world\") }\n} fn main() { // Define our schema in Rust. let schema = RootNode::new( Query, EmptyMutation::<()>::new(), EmptySubscription::<()>::new(), ); // Convert the Rust schema into the GraphQL SDL schema. let result = schema.as_sdl(); let expected = \"\\\nschema { query: Query\n} type Query { hello: String!\n}\n\";\n# #[cfg(not(target_os = \"windows\"))] assert_eq!(result, expected);\n}","breadcrumbs":"Schema » SDL (schema definition language)","id":"68","title":"SDL (schema definition language)"},"69":{"body":"To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema , which result can be serialized into JSON : # extern crate juniper;\n# extern crate serde_json;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, GraphQLObject,\n# IntrospectionFormat, RootNode,\n# };\n#\n#[derive(GraphQLObject)]\nstruct Example { id: String,\n} struct Query; #[graphql_object]\nimpl Query { fn example(id: String) -> Example { unimplemented!() }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &(), IntrospectionFormat::default(), ).unwrap(); // Serialize the introspection result into JSON. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n} TIP : We still can convert the generated JSON into a GraphQL schema language representation by using tools like graphql-json-to-sdl command line utility .","breadcrumbs":"Schema » JSON","id":"69","title":"JSON"},"7":{"body":"[dependencies]\njuniper = \"0.16.0\"","breadcrumbs":"Quickstart » Installation","id":"7","title":"Installation"},"70":{"body":"GraphQL subscriptions are a way to push data from a server to clients requesting real-time messages from a server. Subscriptions are similar to queries in that they specify a set of fields to be delivered to a client, but instead of immediately returning a single answer a result is sent every time a particular event happens on a server. In order to execute subscriptions in Juniper , we need a coordinator (spawning long-lived connections) and a GraphQL object with fields resolving into a Stream of elements which will then be returned to a client. The juniper_subscriptions crate provides a default implementation of these abstractions. The subscription root is just a GraphQL object , similar to the query root and mutations root that we define for operations in our GraphQL schema . For subscriptions all fields should be async and return a Stream of some GraphQL type values, rather than direct values. # extern crate futures;\n# extern crate juniper;\n# use std::pin::Pin;\n# use futures::Stream;\n# use juniper::{graphql_object, graphql_subscription, FieldError};\n#\n# #[derive(Clone)]\n# pub struct Database;\n#\n# impl juniper::Context for Database {}\n#\n# pub struct Query;\n#\n# #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\ntype StringStream = Pin> + Send>>; pub struct Subscription; #[graphql_subscription]\n#[graphql(context = Database)]\nimpl Subscription { // This subscription operation emits two values sequentially: // the `String`s \"Hello\" and \"World!\". async fn hello_world() -> StringStream { let stream = futures::stream::iter([ Ok(String::from(\"Hello\")), Ok(String::from(\"World!\")), ]); Box::pin(stream) }\n}\n#\n# fn main () {}","breadcrumbs":"Schema » Subscriptions » Subscriptions","id":"70","title":"Subscriptions"},"71":{"body":"GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks . This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits. The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription . Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator . The subscribe method returns a Future resolving into a Result, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails. # extern crate futures;\n# extern crate juniper;\n# extern crate juniper_subscriptions;\n# extern crate serde_json;\n# use std::pin::Pin;\n# use futures::{Stream, StreamExt as _};\n# use juniper::{\n# http::GraphQLRequest,\n# graphql_object, graphql_subscription, # DefaultScalarValue, EmptyMutation, FieldError, # RootNode, SubscriptionCoordinator,\n# };\n# use juniper_subscriptions::Coordinator;\n# # #[derive(Clone)]\n# pub struct Database;\n# # impl juniper::Context for Database {}\n# # impl Database {\n# fn new() -> Self {\n# Self\n# }\n# }\n# # pub struct Query;\n# # #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\n# type StringStream = Pin> + Send>>;\n#\n# pub struct Subscription;\n# # #[graphql_subscription]\n# #[graphql(context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream = futures::stream::iter([\n# Ok(String::from(\"Hello\")), # Ok(String::from(\"World!\")),\n# ]);\n# Box::pin(stream)\n# }\n# }\n#\ntype Schema = RootNode<'static, Query, EmptyMutation, Subscription>; fn schema() -> Schema { Schema::new(Query, EmptyMutation::new(), Subscription)\n} async fn run_subscription() { let schema = schema(); let coordinator = Coordinator::new(schema); let db = Database::new(); let req: GraphQLRequest = serde_json::from_str( r#\"{ \"query\": \"subscription { helloWorld }\" }\"#, ).unwrap(); let mut conn = coordinator.subscribe(&req, &db).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n}\n#\n# fn main() {}","breadcrumbs":"Schema » Subscriptions » Coordinator","id":"71","title":"Coordinator"},"72":{"body":"For information about serving GraphQL subscriptions over WebSocket , see the \"Serving\" chapter .","breadcrumbs":"Schema » Subscriptions » WebSocket","id":"72","title":"WebSocket"},"73":{"body":"The schema introspection system is accessible from the meta-fields __schema and __type which are accessible from the type of the root of a query operation. __schema: __Schema!\n__type(name: String!): __Type Like all meta-fields, these are implicit and do not appear in the fields list in the root type of the query operation. GraphQL provides introspection , allowing to see what queries , mutations and subscriptions a GraphQL server supports at runtime. Because introspection queries are just regular GraphQL queries , Juniper supports them natively. For example, to get all the names of the types supported, we could execute the following query against Juniper : { __schema { types { name } }\n}","breadcrumbs":"Schema » Introspection » Introspection","id":"73","title":"Introspection"},"74":{"body":"Disabling introspection in production is a widely debated topic, but we believe it’s one of the first things you can do to harden your GraphQL API in production. Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method: # extern crate juniper;\n# use juniper::{\n# graphql_object, graphql_vars, EmptyMutation, EmptySubscription, GraphQLError,\n# RootNode,\n# };\n#\npub struct Query; #[graphql_object]\nimpl Query { fn some() -> bool { true }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { let schema = Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()) .disable_introspection(); let query = \"query { __schema { queryType { name } } }\"; match juniper::execute_sync(query, None, &schema, &graphql_vars! {}, &()) { Err(GraphQLError::ValidationError(errs)) => { assert_eq!( errs.first().unwrap().message(), \"GraphQL introspection is not allowed, but the operation contained `__schema`\", ); } res => panic!(\"expected `ValidationError`, returned: {res:#?}\"), }\n} NOTE : Attempt to execute an introspection query results in validation error, rather than execution error.","breadcrumbs":"Schema » Introspection » Disabling","id":"74","title":"Disabling"},"75":{"body":"Once we have built a GraphQL schema , the next obvious step would be to serve it, so clients can interact with our GraphQL API. Usually, GraphQL APIs are served via HTTP .","breadcrumbs":"Serving » Serving","id":"75","title":"Serving"},"76":{"body":"Though the juniper crate doesn't provide a built-in HTTP server, the surrounding ecosystem does.","breadcrumbs":"Serving » Web server frameworks","id":"76","title":"Web server frameworks"},"77":{"body":"Juniper officially supports the following widely used and adopted web server frameworks in Rust ecosystem: actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ([juniper_hyper] crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate) See their API docs and usage examples (accessible from API docs) for further details of how they should be used. NOTE : All the officially supported web server framework integrations provide a simple and convenient way for exposing GraphiQL and/or GraphQL Playground with the GraphQL schema along. These powerful tools ease the development process by enabling you to explore and send client requests to the GraphQL API under development.","breadcrumbs":"Serving » Officially supported","id":"77","title":"Officially supported"},"78":{"body":"NOTE : WebSocket is a crucial part for serving GraphQL subscriptions over HTTP . There are two widely adopted protocols for serving GraphQL over WebSocket : Legacy graphql-ws GraphQL over WebSocket Protocol , formerly used by Apollo and the subscriptions-transport-ws npm package , and now being deprecated. New graphql-transport-ws GraphQL over WebSocket Protocol , provided by the graphql-ws npm package and being used by Apollo as for now. In the Juniper ecosystem, both implementations are provided by the juniper_graphql_ws crate. Most of the officially supported web server framework integrations are able to serve a GraphQL schema over WebSocket (including subscriptions ) and even support auto-negotiation of the correct protocol based on the Sec-Websocket-Protocol HTTP header value . See their API docs and usage examples (accessible from API docs) for further details of how to do so.","breadcrumbs":"Serving » WebSocket","id":"78","title":"WebSocket"},"79":{"body":"The GraphQL standard generally assumes that there will be one server request per each client operation to perform (such as a query or mutation). This is conceptually simple but potentially inefficient. Some client libraries (such as apollo-link-batch-http ) have the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs , though, that should be considered before batching operations . Juniper 's server integration crates support batching multiple operations in a single HTTP request out-of-the-box via JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. NOTE : If you use a custom server integration, it's not a hard requirement to support batching , as it's not a part of the official GraphQL specification . Assuming an integration supports operations batching , for the following GraphQL query: { hero { name }\n} The JSON data to POST for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be in the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} However, if we want to run the same query twice in a single HTTP request, the batched JSON data to POST would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And then, the response would be in the following array form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Serving » Batching » Batching","id":"79","title":"Batching"},"8":{"body":"Exposing simple enums and structs as GraphQL types is just a matter of adding a custom derive attribute to them. Juniper includes support for basic Rust types that naturally map to GraphQL features, such as Option, Vec, Box, Arc, String, f64, i32, references, slices and arrays. For more advanced mappings, Juniper provides multiple macros to map your Rust types to a GraphQL schema . The most important one is the #[graphql_object] attribute that is used for declaring a GraphQL object with resolvers (typically used for declaring Query and Mutation roots ). # # ![allow(unused_variables)]\n# extern crate juniper;\n#\n# use std::fmt::Display;\n#\nuse juniper::{ graphql_object, EmptySubscription, FieldResult, GraphQLEnum, GraphQLInputObject, GraphQLObject, ScalarValue,\n};\n#\n# struct DatabasePool;\n# impl DatabasePool {\n# fn get_connection(&self) -> FieldResult { Ok(DatabasePool) }\n# fn find_human(&self, _id: &str) -> FieldResult { Err(\"\")? }\n# fn insert_human(&self, _human: &NewHuman) -> FieldResult { Err(\"\")? }\n# } #[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(GraphQLObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct Human { id: String, name: String, appears_in: Vec, home_planet: String,\n} // There is also a custom derive for mapping GraphQL input objects.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct NewHuman { name: String, appears_in: Vec, home_planet: String,\n} // Now, we create our root `Query` and `Mutation` types with resolvers by using // the `#[graphql_object]` attribute. // Resolvers can have a context that allows accessing shared state like a // database pool.\nstruct Context { // Use your real database pool here. db: DatabasePool,\n} // To make our `Context` usable by `juniper`, we have to implement a marker // trait.\nimpl juniper::Context for Context {} struct Query; // Here we specify the context type for the object.\n// We need to do this in every type that needs access to the `Context`.\n#[graphql_object]\n#[graphql(context = Context)]\nimpl Query { // Note, that the field name will be automatically converted to the // `camelCased` variant, just as GraphQL conventions imply. fn api_version() -> &'static str { \"1.0\" } fn human( // Arguments to resolvers can either be simple scalar types, enums or // input objects. id: String, // To gain access to the `Context`, we specify a `context`-named // argument referring the correspondent `Context` type, and `juniper` // will inject it automatically. context: &Context, ) -> FieldResult { // Get a `db` connection. let conn = context.db.get_connection()?; // Execute a `db` query. // Note the use of `?` to propagate errors. let human = conn.find_human(&id)?; // Return the result. Ok(human) }\n} // Now, we do the same for our `Mutation` type. struct Mutation; #[graphql_object]\n#[graphql( context = Context, // If we need to use `ScalarValue` parametrization explicitly somewhere // in the object definition (like here in `FieldResult`), we could // declare an explicit type parameter for that, and specify it. scalar = S: ScalarValue + Display,\n)]\nimpl Mutation { fn create_human( new_human: NewHuman, context: &Context, ) -> FieldResult { let db = context.db.get_connection().map_err(|e| e.map_scalar_value())?; let human: Human = db.insert_human(&new_human).map_err(|e| e.map_scalar_value())?; Ok(human) }\n} // Root schema consists of a query, a mutation, and a subscription.\n// Request queries can be executed against a `RootNode`.\ntype Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {\n# _ = Schema::new(Query, Mutation, EmptySubscription::new());\n# } Now we have a very simple but functional schema for a GraphQL server! To actually serve the schema , see the guides for our various server integrations .","breadcrumbs":"Quickstart » Schema","id":"8","title":"Schema"},"80":{"body":"The chapters below cover some more advanced topics. Implicit and explicit null N+1 problem DataLoader Look-ahead Eager loading","breadcrumbs":"Advanced Topics » Advanced topics","id":"80","title":"Advanced topics"},"81":{"body":"GraphQL has two semantically different ways to represent the lack of a value: Explicitly providing the literal value: null . Implicitly not providing a value at all. There are two ways that a client can submit a null value as an argument or a field in a GraphQL query: Either use an explicit null literal: { field(arg: null)\n} Or simply omit the argument , so the implicit default null value kicks in: { field\n} There are some situations where it's useful to know which one exactly has been provided. For example, let's say we have a function that allows users to perform a \"patch\" operation on themselves. Let's say our users can optionally have favorite and least favorite numbers, and the input for that might look like this: /// Updates user attributes. Fields that are [`None`] are left as-is.\nstruct UserPatch { /// If [`Some`], updates the user's favorite number. favorite_number: Option>, /// If [`Some`], updates the user's least favorite number. least_favorite_number: Option>,\n}\n#\n# fn main() {} To set a user's favorite number to 7, we would set favorite_number to Some(Some(7)). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: 7 }) } To unset the user's favorite number, we would set favorite_number to Some(None). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: null }) } And if we want to leave the user's favorite number alone, just set it to None. In GraphQL , that might look like this: mutation { patchUser(patch: {}) } The last two cases rely on being able to distinguish between explicit and implicit null . Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper , this can be done using the Nullable type: # extern crate juniper;\nuse juniper::{graphql_object, FieldResult, GraphQLInputObject, Nullable}; #[derive(GraphQLInputObject)]\nstruct UserPatchInput { favorite_number: Nullable, least_favorite_number: Nullable,\n} impl From for UserPatch { fn from(input: UserPatchInput) -> Self { Self { // The `explicit()` function transforms the `Nullable` into an // `Option>` as expected by the business logic layer. favorite_number: input.favorite_number.explicit(), least_favorite_number: input.least_favorite_number.explicit(), } }\n} # struct UserPatch {\n# favorite_number: Option>,\n# least_favorite_number: Option>,\n# }\n#\n# struct Session;\n# impl Session {\n# fn patch_user(&self, _patch: UserPatch) -> FieldResult<()> { Ok(()) }\n# }\n#\nstruct Context { session: Session,\n}\nimpl juniper::Context for Context {} struct Mutation; #[graphql_object]\n#[graphql(context = Context)]\nimpl Mutation { fn patch_user(patch: UserPatchInput, ctx: &Context) -> FieldResult { ctx.session.patch_user(patch.into())?; Ok(true) }\n}\n#\n# fn main() {}","breadcrumbs":"Advanced Topics » Implicit and explicit null » Implicit and explicit null","id":"81","title":"Implicit and explicit null"},"82":{"body":"A common issue with GraphQL server implementations is how the resolvers query their datasource. With a naive and straightforward approach we quickly run into the N+1 problem, resulting in a large number of unnecessary database queries or HTTP requests. # extern crate anyhow;\n# extern crate juniper;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\n#[derive(GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(self.cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{}`\", self.cult_id)) }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository)]\nimpl Query { async fn persons(#[graphql(ctx)] repo: &Repository) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons repo.load_all_persons().await }\n} Let's say we want to list a bunch of cults persons were in: query { persons { id name cult { id name } }\n} Once the persons list has been resolved , a separate SQL query is run to find the cult of each Person. We can see how this could quickly become a problem. SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 3;\nSELECT id, name FROM cults WHERE id = 4;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\n-- and so on... There are several ways how this problem may be resolved in Juniper . The most common ones are: DataLoader Look-ahead machinery Eager loading","breadcrumbs":"Advanced Topics » N+1 problem » N+1 problem","id":"82","title":"N+1 problem"},"83":{"body":"DataLoader pattern, named after the correspondent dataloader NPM package , represents a mechanism of batching and caching data requests in a delayed manner for solving the N+1 problem . A port of the \"Loader\" API originally developed by @schrockn at Facebook in 2010 as a simplifying force to coalesce the sundry key-value store back-end APIs which existed at the time. At Facebook, \"Loader\" became one of the implementation details of the \"Ent\" framework, a privacy-aware data entity loading and caching layer within web server product code. This ultimately became the underpinning for Facebook's GraphQL server implementation and type definitions. In Rust ecosystem, DataLoader pattern is introduced with the dataloader crate , naturally usable with Juniper . Let's remake our example of N+1 problem , so it's solved by applying the DataLoader pattern: # extern crate anyhow;\n# extern crate dataloader;\n# extern crate juniper;\n# use std::{collections::HashMap, sync::Arc};\n# use anyhow::anyhow;\n# use dataloader::non_cached::Loader;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl Repository {\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\nstruct Context { repo: Repository, cult_loader: CultLoader,\n} impl juniper::Context for Context {} #[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct CultBatcher { repo: Repository,\n} // Since `BatchFn` doesn't provide any notion of fallible loading, like // `try_load()` returning `Result, E>`, we handle possible\n// errors as loaded values and unpack them later in the resolver.\nimpl dataloader::BatchFn>> for CultBatcher { async fn load( &mut self, cult_ids: &[CultId], ) -> HashMap>> { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) match self.repo.load_cults_by_ids(cult_ids).await { Ok(found_cults) => { found_cults.into_iter().map(|(id, cult)| (id, Ok(cult))).collect() } // One could choose a different strategy to deal with fallible loads, // like consider values that failed to load as absent, or just panic. // See cksac/dataloader-rs#35 for details: // https://github.com/cksac/dataloader-rs/issues/35 Err(e) => { // Since `anyhow::Error` doesn't implement `Clone`, we have to // work around here. let e = Arc::new(e); cult_ids.iter().map(|k| (k.clone(), Err(e.clone()))).collect() } } }\n} type CultLoader = Loader>, CultBatcher>; fn new_cult_loader(repo: Repository) -> CultLoader { CultLoader::new(CultBatcher { repo }) // Usually a `Loader` will coalesce all individual loads which occur // within a single frame of execution before calling a `BatchFn::load()` // with all the collected keys. However, sometimes this behavior is not // desirable or optimal (perhaps, a request is expected to be spread out // over a few subsequent ticks). // A larger yield count will allow more keys to be appended to the batch, // but will wait longer before the actual load. For more details see: // https://github.com/cksac/dataloader-rs/issues/12 // https://github.com/graphql/dataloader#batch-scheduling .with_yield_count(100)\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Context)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, ctx: &Context) -> anyhow::Result { ctx.cult_loader // Here, we don't run the `CultBatcher::load()` eagerly, but rather // only register the `self.cult_id` value in the `cult_loader` and // wait for other concurrent resolvers to do the same. // The actual batch loading happens once all the resolvers register // their IDs and there is nothing more to execute. .try_load(self.cult_id) .await // The outer error is the `io::Error` returned by `try_load()` if // no value is present in the `HashMap` for the specified // `self.cult_id`, meaning that there is no `Cult` with such ID // in the `Repository`. .map_err(|_| anyhow!(\"No cult exists for ID `{}`\", self.cult_id))? // The inner error is the one returned by the `CultBatcher::load()` // if the `Repository::load_cults_by_ids()` fails, meaning that // running the SQL query failed. .map_err(|arc_err| anyhow!(\"{arc_err}\")) }\n} struct Query; #[graphql_object]\n#[graphql(context = Context)]\nimpl Query { async fn persons(ctx: &Context) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons ctx.repo.load_all_persons().await }\n} fn main() { } And now, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » DataLoader","id":"83","title":"DataLoader"},"84":{"body":"dataloader::cached provides a memoization cache: after BatchFn::load() is called once with given keys, the resulting values are cached to eliminate redundant loads. DataLoader caching does not replace Redis , Memcached , or any other shared application-level cache. DataLoader is first and foremost a data loading mechanism, and its cache only serves the purpose of not repeatedly loading the same data in the context of a single request . WARNING : A DataLoader should be created per-request to avoid risk of bugs where one client is able to load cached/batched data from another client outside its authenticated scope. Creating a DataLoader within an individual resolver will prevent batching from occurring and will nullify any benefits of it.","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Caching","id":"84","title":"Caching"},"85":{"body":"For a full example using DataLoaders in Juniper check out the jayy-lmao/rust-graphql-docker repository .","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Full example","id":"85","title":"Full example"},"86":{"body":"In backtracking algorithms, look ahead is the generic term for a subprocedure that attempts to foresee the effects of choosing a branching variable to evaluate one of its values. The two main aims of look-ahead are to choose a variable to evaluate next and to choose the order of values to assign to it. In GraphQL , look-ahead machinery allows us to introspect the currently executed GraphQL operation to see which fields has been actually selected by it. In Juniper , it's represented by the Executor::look_ahead() method. # extern crate juniper;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type UserId = i32;\n#\n#[derive(GraphQLObject)]\nstruct Person { id: UserId, name: String,\n} struct Query; #[graphql_object]\n// NOTICE: Specifying `ScalarValue` as custom named type parameter,\n// so its name is similar to the one used in methods.\n#[graphql(scalar = S: ScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, (), S>) -> Vec { // Let's see which `Person`'s fields were selected in the client query. for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n} TIP : S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue , which is the default ScalarValue type for the Executor , and make our code more ergonomic, but less flexible and generic. # extern crate juniper;\n# use juniper::{graphql_object, DefaultScalarValue, Executor, GraphQLObject};\n#\n# type UserId = i32;\n#\n# #[derive(GraphQLObject)]\n# struct Person {\n# id: UserId,\n# name: String,\n# }\n#\n# struct Query;\n#\n#[graphql_object]\n#[graphql(scalar = DefaultScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, ()>) -> Vec { for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n}","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Look-ahead","id":"86","title":"Look-ahead"},"87":{"body":"Naturally, look-ahead machinery allows us to solve the N+1 problem by introspecting the requested fields and performing loading in batches eagerly, before actual resolving of those fields: # extern crate anyhow;\n# extern crate juniper;\n# use std::collections::HashMap;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n# # enum Either {\n# Absent(L),\n# Loaded(R), # }\n#\n#[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult: Either,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { match &self.cult { Either::Loaded(cult) => Ok(cult.clone()), Either::Absent(cult_id) => { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(*cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\")) } } }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository, scalar = S: ScalarValue)]\nimpl Query { async fn persons( #[graphql(ctx)] repo: &Repository, executor: &Executor<'_, '_, Repository, S>, ) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons let mut persons = repo.load_all_persons().await?; // If the `Person.cult` field has been requested. if executor.look_ahead() .children() .iter() .any(|sel| sel.field_original_name() == \"cult\") { // Gather `Cult.id`s to load eagerly. let cult_ids = persons .iter() .filter_map(|p| { match &p.cult { Either::Absent(cult_id) => Some(*cult_id), // If for some reason a `Cult` is already loaded, // then just skip it. Either::Loaded(_) => None, } }) .collect::>(); // Load the necessary `Cult`s eagerly. // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) let cults = repo.load_cults_by_ids(&cult_ids).await?; // Populate `persons` with the loaded `Cult`s, so they do not perform // any SQL queries on resolving. for p in &mut persons { let Either::Absent(cult_id) = &p.cult else { continue; }; p.cult = Either::Loaded( cults.get(cult_id) .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\"))? .clone(), ); } } Ok(persons) }\n} And so, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » N+1 problem","id":"87","title":"N+1 problem"},"88":{"body":"See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » More features","id":"88","title":"More features"},"89":{"body":"As a further evolution of the dealing with the N+1 problem via look-ahead , we may systematically remodel Rust types mapping to GraphQL ones in the way to encourage doing eager preloading of data for its fields and using the already preloaded data when resolving a particular field . At the moment, this approach is represented with the juniper-eager-loading crate for Juniper . NOTE : Since this library requires juniper-from-schema , it's best first to become familiar with it. From \"How this library works at a high level\" and \"A real example\" sections of juniper-eager-loading documentation:","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » Eager loading","id":"89","title":"Eager loading"},"9":{"body":"Juniper is a library that can be used in many contexts: it doesn't require a server, nor it has a dependency on a particular transport or serialization format. You can invoke the juniper::execute() directly to get a result for a GraphQL query: # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper;\nuse juniper::{ graphql_object, graphql_value, EmptyMutation, EmptySubscription, GraphQLEnum, Variables, }; #[derive(GraphQLEnum, Clone, Copy)]\nenum Episode { // Note, that the enum value will be automatically converted to the // `SCREAMING_SNAKE_CASE` variant, just as GraphQL conventions imply. NewHope, Empire, Jedi,\n} // Arbitrary context data.\nstruct Ctx(Episode); impl juniper::Context for Ctx {} struct Query; #[graphql_object]\n#[graphql(context = Ctx)]\nimpl Query { fn favorite_episode(context: &Ctx) -> Episode { context.0 }\n} type Schema = juniper::RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Create a context. let ctx = Ctx(Episode::NewHope); // Run the execution. let (res, _errors) = juniper::execute_sync( \"query { favoriteEpisode }\", None, &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &Variables::new(), &ctx, ).unwrap(); assert_eq!( res, graphql_value!({ \"favoriteEpisode\": \"NEW_HOPE\", }), );\n}","breadcrumbs":"Quickstart » Execution","id":"9","title":"Execution"},"90":{"body":"If you have a GraphQL type like this type User { id: Int! country: Country!\n} You might create the corresponding Rust model type like this: struct User { id: i32, country_id: i32,\n} However this approach has one big issue. How are you going to resolve the field User.country without doing a database query? All the resolver has access to is a User with a country_id field. It can't get the country without loading it from the database... Fundamentally these kinds of model structs don't work for eager loading with GraphQL. So this library takes a different approach. What if we created separate structs for the database models and the GraphQL models? Something like this: # fn main() {}\n#\nmod models { pub struct User { id: i32, country_id: i32 } pub struct Country { id: i32, }\n} struct User { user: models::User, country: HasOne,\n} struct Country { country: models::Country\n} enum HasOne { Loaded(T), NotLoaded,\n} Now we're able to resolve the query with code like this: Load all the users (first query). Map the users to a list of country ids. Load all the countries with those ids (second query). Pair up the users with the country with the correct id, so change User.country from HasOne::NotLoaded to HasOne::Loaded(matching_country). When resolving the GraphQL field User.country simply return the loaded country.","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » How this library works at a high level","id":"90","title":"How this library works at a high level"},"91":{"body":"use juniper::{Executor, FieldResult};\nuse juniper_eager_loading::{prelude::*, EagerLoading, HasOne};\nuse juniper_from_schema::graphql_schema;\nuse std::error::Error; // Define our GraphQL schema.\ngraphql_schema! { schema { query: Query } type Query { allUsers: [User!]! @juniper(ownership: \"owned\") } type User { id: Int! country: Country! } type Country { id: Int! }\n} // Our model types.\nmod models { use std::error::Error; use juniper_eager_loading::LoadFrom; #[derive(Clone)] pub struct User { pub id: i32, pub country_id: i32 } #[derive(Clone)] pub struct Country { pub id: i32, } // This trait is required for eager loading countries. // It defines how to load a list of countries from a list of ids. // Notice that `Context` is generic and can be whatever you want. // It will normally be your Juniper context which would contain // a database connection. impl LoadFrom for Country { type Error = Box; type Context = super::Context; fn load( employments: &[i32], field_args: &(), ctx: &Self::Context, ) -> Result, Self::Error> { // ... # unimplemented!() } }\n} // Our sample database connection type.\npub struct DbConnection; impl DbConnection { // Function that will load all the users. fn load_all_users(&self) -> Vec { // ... # unimplemented!() }\n} // Our Juniper context type which contains a database connection.\npub struct Context { db: DbConnection,\n} impl juniper::Context for Context {} // Our GraphQL user type.\n// `#[derive(EagerLoading)]` takes care of generating all the boilerplate code.\n#[derive(Clone, EagerLoading)]\n// You need to set the context and error type.\n#[eager_loading( context = Context, error = Box, // These match the default so you wouldn't have to specify them model = models::User, id = i32, root_model_field = user,\n)]\npub struct User { // This user model is used to resolve `User.id` user: models::User, // Setup a \"has one\" association between a user and a country. // // We could also have used `#[has_one(default)]` here. #[has_one( foreign_key_field = country_id, root_model_field = country, graphql_field = country, )] country: HasOne,\n} // And the GraphQL country type.\n#[derive(Clone, EagerLoading)]\n#[eager_loading(context = Context, error = Box)]\npub struct Country { country: models::Country,\n} // The root query GraphQL type.\npub struct Query; impl QueryFields for Query { // The resolver for `Query.allUsers`. fn field_all_users( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, User, Walked>, ) -> FieldResult> { let ctx = executor.context(); // Load the model users. let user_models = ctx.db.load_all_users(); // Turn the model users into GraphQL users. let mut users = User::from_db_models(&user_models); // Perform the eager loading. // `trail` is used to only eager load the fields that are requested. Because // we're using `QueryTrail`s from \"juniper_from_schema\" it would be a compile // error if we eager loaded associations that aren't requested in the query. User::eager_load_all_children_for_each(&mut users, &user_models, ctx, trail)?; Ok(users) }\n} impl UserFields for User { fn field_id( &self, executor: &Executor<'_, Context>, ) -> FieldResult<&i32> { Ok(&self.user.id) } fn field_country( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, Country, Walked>, ) -> FieldResult<&Country> { // This will unwrap the country from the `HasOne` or return an error if the // country wasn't loaded, or wasn't found in the database. Ok(self.country.try_unwrap()?) }\n} impl CountryFields for Country { fn field_id( &self, executor: &Executor<'_, Context>, ) -> FieldResult<&i32> { Ok(&self.country.id) }\n}\n#\n# fn main() {} For more details, check out the juniper-eager-loading documentation .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » A real example","id":"91","title":"A real example"},"92":{"body":"For a full example using eager loading in Juniper check out the davidpdrsn/graphql-app-example repository .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » Full example","id":"92","title":"Full 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is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools. Juniper is a library for creating GraphQL servers in Rust . Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as Rust will allow). Juniper doesn't include a web server itself, instead, it provides building blocks to make integration with existing web servers straightforward. It optionally provides a pre-built integration for some widely used web server frameworks in Rust ecosystem. Cargo crate API reference","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification (October 2021) . NOTE : As an exception to other GraphQL libraries for other languages, Juniper builds non-null types by default. A field of type Vec will be converted into [Episode!]!. The corresponding Rust type for a nullable [Episode] would be Option>> instead.","breadcrumbs":"Introduction » Features","id":"1","title":"Features"},"10":{"body":"Most of the work in working with Juniper consists of mapping the GraphQL type system to the Rust types our application uses. Juniper provides some convenient abstractions making this process as painless as possible. Find out more in the individual chapters below: Objects Complex fields Context Error handling Field errors Schema errors Generics Interfaces Unions Enums Input objects Scalars","breadcrumbs":"Type system » Type system","id":"10","title":"Type system"},"11":{"body":"GraphQL objects represent a list of named fields, each of which yield a value of a specific type. When declaring a GraphQL schema , most of the time we deal with GraphQL objects , because they are the only place where we actually define the behavior once schema gets executed . There are two ways to define a GraphQL object in Juniper : The easiest way, suitable for trivial cases, is to use the #[derive(GraphQLObject)] attribute on a struct , as described below. The other way, using the #[graphql_object] attribute , is described in the \"Complex fields\" chapter .","breadcrumbs":"Type system » Objects » Objects","id":"11","title":"Objects"},"12":{"body":"While any type in Rust can be exposed as a GraphQL object , the most common one is a struct : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n}\n#\n# fn main() {} This creates a GraphQL object type called Person, with two fields: name of type String!, and age of type Int!. Because of Rust 's type system, everything is exported as non-null by default. TIP : If a nullable field is required, the most obvious way is to use Option. Or Nullable for distinguishing between explicit and implicit nulls .","breadcrumbs":"Type system » Objects » Trivial","id":"12","title":"Trivial"},"13":{"body":"We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the defined GraphQL object type and its fields. Juniper will automatically use associated Rust doc comments as GraphQL descriptions : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// Information about a person.\n#[derive(GraphQLObject)]\nstruct Person { /// The person's full name, including both first and last names. name: String, /// The person's age in years, rounded down. age: i32,\n}\n#\n# fn main() {} If using Rust doc comments is not desired (for example, when we want to keep Rust API docs and GraphQL schema descriptions different), the #[graphql(description = \"...\")] attribute can be used instead, which takes precedence over Rust doc comments : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Documentation","id":"13","title":"Documentation"},"14":{"body":"By default, struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Renaming","id":"14","title":"Renaming"},"15":{"body":"To deprecate a GraphQL object field, either the #[graphql(deprecated = \"...\")] attribute, or Rust's #[deprecated] attribute , should be used: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the `name` field instead.\")] first_name: String, #[deprecated(note = \"Please use the `name` field instead.\")] last_name: String,\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Deprecation","id":"15","title":"Deprecation"},"16":{"body":"By default, all struct fields are included into the generated GraphQL object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(ignore)] password_hash: String, // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference is_banned: bool, // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLObject)] attribute.","breadcrumbs":"Type system » Objects » Ignoring","id":"16","title":"Ignoring"},"17":{"body":"GraphQL object fields can be of any GraphQL type, except input objects . Let's see what it means to build relationships between objects : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(GraphQLObject)]\nstruct House { address: Option, // converted into `String` (`null`able) inhabitants: Vec, // converted into `[Person!]!`\n}\n#\n# fn main() {} Because Person is a valid GraphQL type, we can have a Vec in a struct , and it'll be automatically converted into a list of non-nullable Person objects .","breadcrumbs":"Type system » Objects » Relationships","id":"17","title":"Relationships"},"18":{"body":"Using a plain Rust struct for representing a GraphQL object is easy and trivial but does not cover every case. What if we need to express something non-trivial as a GraphQL field , such as: Calling non-trivial logic while executing the field (like querying database, etc.). Accepting field arguments . Defining a circular GraphQL object , where one of its fields returns the type itself. Using some other (non- struct ) Rust type to represent a GraphQL object . To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block , which turns its methods into GraphQL fields : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} // Defines the `House` GraphQL object.\n#[graphql_object]\nimpl House { // Creates the field `inhabitantWithName(name: String!)`, // returning a `null`able `Person`. fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n}\n#\n# fn main() {} NOTE : To access global data such as database connections or authentication information, a context is used. To learn more about this, see the \"Context\" chapter .","breadcrumbs":"Type system » Objects » Complex fields » Complex fields","id":"18","title":"Complex fields"},"19":{"body":"Though Rust doesn't have the notion of default arguments, GraphQL arguments are able to have default values. These default values are used when a GraphQL operation doesn't specify the argument explicitly. In Juniper , defining a default value for a GraphQL argument is enabled by the #[graphql(default)] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\nimpl Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String { format!(\"{arg1} {arg2}\") }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Complex fields » Default arguments","id":"19","title":"Default arguments"},"2":{"body":"","breadcrumbs":"Introduction » Integrations","id":"2","title":"Integrations"},"20":{"body":"Like with the #[derive(GraphQLObject)] attribute on structs , field names are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention. We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(name = \"PersonObject\")]\nimpl Person { // exposed as `PersonObject` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(rename_all = \"none\")] // disables any renaming\nimpl Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Complex fields » Renaming","id":"20","title":"Renaming"},"21":{"body":"Similarly, GraphQL fields may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; /// This doc comment is visible only in Rust API docs.\n#[graphql_object]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\nimpl Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str { \"\" } #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool { arg } /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool { true } // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool { // has no description in GraphQL schema false }\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Complex fields » Documentation and deprecation","id":"21","title":"Documentation and deprecation"},"22":{"body":"By default, all methods of an impl block are exposed as GraphQL fields . If a method should not be exposed as a GraphQL field , it should be defined in a separate impl block or marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person { name: String, age: i32,\n} #[graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age } #[graphql(ignore)] pub fn hidden_from_graphql(&self) { // whatever goes... } #[graphql(skip)] // ^^^^ alternative naming, up to your preference pub fn also_hidden_from_graphql(&self) { // whatever goes... }\n} impl Person { pub fn not_even_considered_for_graphql(&self) { // whatever goes... }\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_object] attribute.","breadcrumbs":"Type system » Objects » Complex fields » Ignoring","id":"22","title":"Ignoring"},"23":{"body":"Context is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. Let's say that we have a simple Users database in a HashMap: # #![allow(dead_code)]\n# use std::collections::HashMap;\n#\nstruct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n}\n#\n# fn main() {} We would like to define a friends field on User that returns a list of User objects . In order to write such a field we need to query a Database. To accomplish this we must first mark the Database as a valid context type and then assign it to the User object . To gain access to the context in the friends field , we need to specify an argument with the same type as the specified context: # extern crate juniper;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\n#\nstruct Database { users: HashMap,\n} // Mark the `Database` as a valid context type for Juniper.\nimpl juniper::Context for Database {} struct User { id: i32, name: String, friend_ids: Vec,\n} #[graphql_object]\n#[graphql(context = Database)] // assign `Database` as the context type\nimpl User { // Inject the `Database` context by specifying an argument with the // context type: // - the type must be a reference; // - the name of the argument SHOULD be `context` (or `ctx`). fn friends<'db>(&self, context: &'db Database) -> Vec<&'db User> { // ^^^^^^^ or `ctx`, up to your preference self.friend_ids.iter() .map(|id| { context.users.get(&id).expect(\"could not find `User` with ID\") }) .collect() } fn friend<'db>( &self, id: i32, // Alternatively, the context argument may be marked with an attribute, // and thus, named arbitrary. #[graphql(context)] db: &'db Database, // ^^^^^^^ or `ctx`, up to your preference ) -> Option<&'db User> { self.friend_ids.contains(&id).then(|| { db.users.get(&id).expect(\"could not find `User` with ID\") }) } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Context » Context","id":"23","title":"Context"},"24":{"body":"Context cannot be a mutable reference as fields may be resolved concurrently. If something in the context requires a mutable reference, the context type should leverage the interior mutability pattern (e.g. use RwLock, RefCell or similar). For example, when using async runtime with work stealing (like tokio ), which obviously requires thread safety in addition, we will need to use a corresponding async version of RwLock: # extern crate juniper;\n# extern crate tokio;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\nuse tokio::sync::RwLock; struct Database { requested_count: HashMap,\n} // Since we cannot directly implement `juniper::Context`\n// for `RwLock`, we use the newtype idiom.\nstruct DatabaseContext(RwLock); impl juniper::Context for DatabaseContext {} struct User { id: i32, name: String\n} #[graphql_object]\n#[graphql(context = DatabaseContext)]\nimpl User { async fn times_requested<'db>(&self, ctx: &'db DatabaseContext) -> i32 { // Acquire a mutable reference and `.await` if async `RwLock` is used, // which is necessary if context consists of async operations like // querying remote databases. // Obtain base type. let DatabaseContext(db) = ctx; // If context is immutable use `.read()` on `RwLock` instead. let mut db = db.write().await; // Perform a mutable operation. db.requested_count .entry(self.id) .and_modify(|e| *e += 1) .or_insert(1) .clone() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {} TIP : Replace tokio::sync::RwLock with std::sync::RwLock (or similar) if you don't intend to use async resolving.","breadcrumbs":"Type system » Objects » Context » Mutating and mutable references","id":"24","title":"Mutating and mutable references"},"25":{"body":"Error handling in GraphQL can be done in multiple ways. We will cover the two different error handling models mostly used: Implicit field results . Explicit errors backend by GraphQL schema . Choosing the right error handling method depends on the requirements of the application and the concrete error happening. Investigating both approaches is beneficial.","breadcrumbs":"Type system » Objects » Error handling » Error handling","id":"25","title":"Error handling"},"26":{"body":"The first approach (where every error is a field error ) is easier to implement. However, clients won't know what errors may occur and instead will have to infer what happens from the error message . This is brittle and could change over time due to either clients or server changing. Therefore, extensive integration testing between clients and server is required to maintain the implicit contract between the two. Encoding non-critical errors in a GraphQL schema makes the contract between clients and the server explicit. This allows clients to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into a GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Type system » Objects » Error handling » Comparison","id":"26","title":"Comparison"},"27":{"body":"Rust provides two ways of dealing with errors : Result for recoverable errors; panic! for unrecoverable errors. Juniper does not do anything about panicking, it naturally bubbles up to the surrounding code/framework and can be dealt with there. For recoverable errors, Juniper works well with the built-in Result type . You can use the ? operator and things will work as you expect them to: # extern crate juniper;\n# use std::{fs::File, io::Read, path::PathBuf, str};\n# use juniper::{graphql_object, FieldResult};\n#\nstruct Example { filename: PathBuf,\n} #[graphql_object]\nimpl Example { fn contents(&self) -> FieldResult { let mut file = File::open(&self.filename)?; let mut contents = String::new(); file.read_to_string(&mut contents)?; Ok(contents) } fn foo() -> FieldResult> { // Some invalid bytes. let invalid = vec![128, 223]; Ok(Some(str::from_utf8(&invalid)?.to_string())) }\n}\n#\n# fn main() {} FieldResult is an alias for Result , which is the error type all fallible fields must return. By using the ? operator , any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError . TIP : If a custom conversion into a FieldError is needed (to fill up extensions , for example), the IntoFieldError trait should be implemented. NOTE : FieldError s are GraphQL field errors and are not visible in a GraphQL schema in any way.","breadcrumbs":"Type system » Objects » Error handling » Field errors » Field errors","id":"27","title":"Field errors"},"28":{"body":"Juniper 's error behavior conforms to the GraphQL specification . When a field returns an error , the field 's result is replaced by null, and an additional errors object is created at the top level of the response , and the execution is resumed. Let's run the following query against the previous example: { example { contents foo }\n} If str::from_utf8 results in a std::str::Utf8Error, then the following will be returned: { \"data\": { \"example\": { \"contents\": \"\", \"foo\": null } }, \"errors\": [{ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n} Since Non-Null type fields cannot be null , field errors are propagated to be handled by the parent field . If the parent field may be null then it resolves to null , otherwise if it is a Non-Null type , the field error is further propagated to its parent field . For example, with the following query: { example { contents }\n} If the File::open() above results in a std::io::ErrorKind::PermissionDenied, the following ill be returned: { \"data\": null, \"errors\": [{ \"message\": \"Permission denied (os error 13)\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n}","breadcrumbs":"Type system » Objects » Error handling » Field errors » Error payloads, null, and partial errors","id":"28","title":"Error payloads, null, and partial errors"},"29":{"body":"Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait : # #[macro_use] extern crate juniper;\n# use juniper::{graphql_object, FieldError, IntoFieldError, ScalarValue};\n#\nenum CustomError { WhateverNotSet,\n} impl IntoFieldError for CustomError { fn into_field_error(self) -> FieldError { match self { Self::WhateverNotSet => FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[graphql_object]\nimpl Example { fn whatever(&self) -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n}\n#\n# fn main() {} And the specified structured error information will be included into the error's extensions : { \"errors\": [{ \"message\": \"Whatever does not exist\", \"locations\": [{\"line\": 2, \"column\": 4}], \"extensions\": { \"type\": \"NO_WHATEVER\" } }]\n} NOTE : This pattern is particularly useful when it comes to instrumentation of returned field errors with custom error codes or additional diagnostics (like stack traces or tracing IDs).","breadcrumbs":"Type system » Objects » Error handling » Field errors » Additional information","id":"29","title":"Additional information"},"3":{"body":"Juniper provides out-of-the-box integration for some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature : bigdecimal bson chrono , chrono-tz rust_decimal time url uuid","breadcrumbs":"Introduction » Types","id":"3","title":"Types"},"30":{"body":"Rust 's model of errors can be adapted for GraphQL . Rust 's panic is similar to a field error - the whole query is aborted and nothing can be extracted (except for error related information). Not all errors require this strict handling. Recoverable or partial errors can be put into a GraphQL schema , so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two classes: Critical errors that cannot be fixed by clients (e.g. a database error). Recoverable errors that can be fixed by clients (e.g. invalid input data). Critical errors are returned from resolvers as field errors (from the previous chapter ). Recoverable errors are part of a GraphQL schema and can be handled gracefully by clients. Similar to Rust , GraphQL allows similar error models with unions (see \"Unions\" chapter ).","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Schema errors","id":"30","title":"Schema errors"},"31":{"body":"In this example, basic input validation is implemented with GraphQL types . Strings are used to identify the problematic field name. Errors for a particular field are also returned as a string . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".into(), message: \"between 10 and 100\".into(), }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".into(), message: \"between 1 and 10\".into(), }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n}\n#\n# fn main() {} Each function may have a different return type and depending on the input parameters a new result type may be required. For example, adding a User would require a new result type containing the variant Ok(User)instead of Ok(Item). NOTE : In this example the returned string contains a server-side localized error message. However, it is also possible to return a unique string identifier and have the client present a localized string to its users. The client can send a mutation request and handle the resulting errors in the following manner: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} NOTE : A useful side effect of this approach is to have partially successful queries or mutations. If one resolver fails, the results of the successful resolvers are not discarded.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Simple","id":"31","title":"Example: Simple"},"32":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL type system to describe the errors more precisely. For each fallible input argument we create a field in a GraphQL object . The field is set if the validation for that particular argument fails. # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut error = ValidationError { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n}\n#\n# fn main() {} NOTE : We will likely want some kind of code generation to reduce repetition as the number of types required is significantly larger than before. Each resolver function has a custom ValidationResult which contains only fields provided by the function. So, all the expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client: { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex","id":"32","title":"Example: Complex"},"33":{"body":"Our examples so far have only included non-critical errors. Providing errors inside a GraphQL schema still allows us to return unexpected critical errors when they occur. In the following example, a theoretical database could fail and would generate errors. Since it is not common for a database to fail, the corresponding error is returned as a critical error : # extern crate juniper;\n# use juniper::{graphql_object, graphql_value, FieldError, GraphQLObject, GraphQLUnion, ScalarValue};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> FieldError { match self { Self::Database => FieldError::new( \"Internal database error\", graphql_value!({\"type\": \"DATABASE\"}), ), } }\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> Result { let mut error = ValidationErrorItem { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex with critical errors","id":"33","title":"Example: Complex with critical errors"},"34":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Shopify API","id":"34","title":"Example: Shopify API"},"35":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects . However, any Rust type can be exposed a GraphQL object . Using Result-like enums can be a useful way of reporting validation errors from a mutation: # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} enum SignUpResult { Ok(User), Error(Vec),\n} #[graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match self { Self::Ok(user) => Some(user), Self::Error(_) => None, } } fn error(&self) -> Option<&[ValidationError]> { match self { Self::Ok(_) => None, Self::Error(errs) => Some(errs.as_slice()) } }\n}\n#\n# fn main() {} Here, we use an enum to decide whether a client's input data is valid or not, and it could be used as the result of e.g. a signUp mutation: { mutation { signUp(name: \"wrong\") { user { name } error { field message } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Non-struct objects","id":"35","title":"Example: Non-struct objects"},"36":{"body":"Yet another point where GraphQL and Rust differs is in how generics work: In Rust , almost any type could be generic - that is, take type parameters. In GraphQL , there are only two generic types: lists and non-nullables . This poses a restriction on what we can expose in GraphQL from Rust : no generic structs can be exposed - all type parameters must be bound. For example, we cannot expose Result as a GraphQL type , but we can expose Result as a GraphQL type . Let's make a slightly more compact but generic implementation of the last schema error example : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String, } #[derive(GraphQLObject)] struct ForumPost { title: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} struct MutationResult(Result>); #[graphql_object]\n#[graphql(name = \"UserResult\")]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n} #[graphql_object]\n#[graphql(name = \"ForumPostResult\")]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n}\n#\n# fn main() {} Here, we've made a wrapper around a Result and exposed some concrete instantiations of Result as distinct GraphQL objects . NOTE : The reason we needed the wrapper is of Rust 's orphan rules (both the Result and Juniper 's internal traits are from third-party sources). NOTE : Because we're using generics, we also need to specify a name for our instantiated GraphQL types . Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name . And, also, two different GraphQL types cannot have the same MutationResult name, inferred by default.","breadcrumbs":"Type system » Objects » Generics » Generics","id":"36","title":"Generics"},"37":{"body":"GraphQL interfaces represent a list of named fields and their arguments . GraphQL objects and interfaces can then implement these interfaces which requires that the implementing type will define all fields defined by those interfaces . GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust , unfortunately, has no concept that maps perfectly to them. The nearest analogue of GraphQL interfaces are Rust traits , but the main difference is that in GraphQL an interface type serves both as an abstraction and a boxed value (dispatchable to concrete implementers) , while in Rust , a trait is an abstraction only , and to represent such a boxed value a separate type is required , like a trait object or an enum consisting of implementer types, because Rust trait doesn't represent a type itself, and so, can have no values. Another notable difference is that GraphQL interfaces are more like structurally-typed contracts: they only declare a list of fields a GraphQL type should already have. Rust traits , on the other hand, are type classes , which don't really care about existing methods, but, rather, require to provide implementations for required methods despite the fact whether the type already has such methods or not. This difference makes the trait implementation not a good fit for expressing a GraphQL interface implementation, because we don't really need to implement any fields , the GraphQL type implementing a GraphQL interface has those fields already. We only need to check that fields' signatures match . That's why Juniper takes the following approach to represent GraphQL interfaces , which consists of two parts: Either a struct , or a trait (in case fields have arguments ), which acts only as a blueprint describing the required list of fields , and is not used in runtime at all. An auto-generated enum , representing a dispatchable value-type for the GraphQL interfaces , which may be referred and returned by other fields . This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)] : # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface, GraphQLObject};\n#\n// By default a `CharacterValue` enum is generated by macro to represent\n// values of this GraphQL interface.\n#[derive(GraphQLInterface)]\n#[graphql(for = Human)] // enumerating all implementers is mandatory\nstruct Character { id: String,\n} // Using a trait to describe the required fields is fine too. #[graphql_interface]\n#[graphql(enum = HasHomeEnum, for = Human)]\n// ^^^^ the generated value-type enum can be renamed, if required\ntrait HasHome { fn home_planet(&self) -> &str;\n} #[derive(GraphQLObject)]\n#[graphql(impl = [CharacterValue, HasHomeEnum])] // ^^^^^^^^^^^^^^ ^^^^^^^^^^^\n// Notice the enum type names, neither the trait name nor the struct name\n// is used to refer the GraphQL interface.\nstruct Human { id: String, // also resolves `Character.id` field home_planet: String, // also resolves `HasHome.homePlanet` field\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces","id":"37","title":"Interfaces"},"38":{"body":"GraphQL allows implementing interfaces on other interfaces in addition to objects : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } // As `String` and `&str` aren't distinguished by GraphQL spec and // represent the same `!String` GraphQL scalar, we can use them // interchangeably. The same is applied for `Cow<'a, str>`. // ⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄ fn home_planet() -> &'static str { \"Tatooine\" }\n}\n#\n# fn main() {} NOTE : Every interface has to specify all other interfaces / objects it implements or implemented for. Missing one of for = or impl = attribute arguments is a compile-time error . # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\npub struct ObjA { id: String,\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\n// ^^^^^^^^^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: missing interface // reference in implementer's `impl` attribute.'\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces implementing other interfaces","id":"38","title":"Interfaces implementing other interfaces"},"39":{"body":"GraphQL allows implementers (both objects and other interfaces ) to return \"subtypes\" instead of an original value. Basically, this allows to impose additional bounds on the implementation. Valid \"subtypes\" are: interface implementer instead of an interface itself: I implements T in place of a T; Vec in place of a Vec. non-null value in place of a nullable: T in place of a Option; Vec in place of a Vec>. These rules are recursively applied, so Vec> is a valid \"subtype\" of a Option>>>>. Also, GraphQL allows implementers to add nullable field arguments , which aren't present on an original interface. # extern crate juniper;\n# use juniper::{graphql_interface, graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(for = HumanConnectionValue)]\nstruct Connection { nodes: Vec,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = ConnectionValue)]\nstruct HumanConnection { nodes: Vec, // ^^^^^^^^^^ notice not `NodeValue` // This can happen, because every `Human` is a `Node` too, so we just // impose additional bounds, which still can be resolved with // `... on Connection { nodes }` syntax.\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } fn home_planet(language: Option) -> &'static str { // ^^^^^^^^^^^^^^ // Notice additional `null`able field argument, which is missing on // `Human`. Resolving `...on Human { homePlanet }` will provide `None` // for this argument (default argument value). match language.as_deref() { None | Some(\"en\") => \"Tatooine\", Some(\"ko\") => \"타투인\", _ => unimplemented!(), } }\n}\n#\n# fn main() {} NOTE : Violating GraphQL \"subtyping\" or additional nullable argument rules is a compile-time error . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface};\n#\npub struct ObjA { id: String,\n} #[graphql_object]\n#[graphql(impl = CharacterValue)]\nimpl ObjA { fn id(&self, is_present: bool) -> &str {\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: Argument // `isPresent` of type `Boolean!` isn't present on the interface and so has\n// to be nullable.' is_present.then_some(&self.id).unwrap_or(\"missing\") }\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {} # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\n#[graphql(impl = CharacterValue)]\npub struct ObjA { id: Vec,\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: // implementer is expected to return a subtype of interface's return\n// object: `[String!]!` is not a subtype of `String!`.' } #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Subtyping and additional nullable arguments","id":"39","title":"Subtyping and additional nullable arguments"},"4":{"body":"actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ( juniper_hyper crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate)","breadcrumbs":"Introduction » Web server frameworks","id":"4","title":"Web server frameworks"},"40":{"body":"Similarly to GraphQL object fields , GraphQL arguments of interfaces are able to have default values, though Rust doesn't have such notion: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\ntrait Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String;\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Default arguments","id":"40","title":"Default arguments"},"41":{"body":"Just as with defining GraphQL objects , by default, fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\n#[graphql(name = \"CharacterInterface\")]\nstruct Character { // exposed as `CharacterInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] renamed_field: bool, // exposed as `myCustomFieldName` in GraphQL schema\n} #[graphql_interface]\n#[graphql(name = \"PersonInterface\")]\ntrait Person { // exposed as `PersonInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\n#[graphql(rename_all = \"none\")] // disables any renaming\ntrait Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Interfaces » Renaming","id":"41","title":"Renaming"},"42":{"body":"Similarly, GraphQL fields of interfaces may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n/// This doc comment is visible only in Rust API docs.\n#[graphql_interface]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\ntrait Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str; #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool; /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool; // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool; // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL interface / object fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Interfaces » Documentation and deprecation","id":"42","title":"Documentation and deprecation"},"43":{"body":"By default, all struct fields or trait methods are considered as GraphQL fields . If a helper method is needed, or it should be ignored for some reason, then it should be marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use std::marker::PhantomPinned;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\nstruct Character { id: i32, #[graphql(ignore)] _pin: PhantomPinned,\n} #[graphql_interface]\ntrait Person { fn name(&self) -> &str; fn age(&self) -> i32; #[graphql(ignore)] fn hidden_from_graphql(&self) { // Ignored methods are allowed to have a default implementation! } #[graphql(skip)] // ^^^^ alternative naming, up to your preference fn also_hidden_from_graphql(&self);\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_interface] attribute.","breadcrumbs":"Type system » Interfaces » Ignoring","id":"43","title":"Ignoring"},"44":{"body":"GraphQL unions represent an object that could be one of a list of GraphQL object types, but provides for no guaranteed fields between those types. They also differ from interfaces in that object types declare what interfaces they implement, but are not aware of what unions contain them. From the server's point of view, GraphQL unions are somewhat similar to interfaces : the main difference is that they don't contain fields on their own, and so, we only need to represent a value, dispatchable into concrete objects . Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums . In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them: # extern crate derive_more;\n# extern crate juniper;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\n// ^^^^ only for convenience, and may be omitted\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Unions » Unions","id":"44","title":"Unions"},"45":{"body":"Just as with renaming GraphQL objects , we can override the default union name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n#[derive(GraphQLUnion)]\n#[graphql(name = \"CharacterUnion\")]\nenum Character { // exposed as `CharacterUnion` in GraphQL schema Human(Human), Droid(Droid),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special names aside from the ones provided by objects themselves, and so, obviously, cannot be renamed .","breadcrumbs":"Type system » Unions » Renaming","id":"45","title":"Renaming"},"46":{"body":"Similarly to documenting GraphQL objects , we can document a GraphQL union via #[graphql(description = \"...\")] attribute or Rust doc comments : # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n/// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions.\n#[derive(GraphQLUnion)]\nenum Character { /// This doc comment is visible only in Rust API docs. Human(Human), /// This doc comment is visible only in Rust API docs. Droid(Droid),\n} /// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLUnion)]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\n// ^^^^^^^^^^^ or `desc` shortcut, up to your preference\nenum Person { /// This doc comment is visible only in Rust API docs. Human(Human),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special constructors aside from the provided objects directly, and so, cannot be documented , but rather reuse object descriptions \"as is\".","breadcrumbs":"Type system » Unions » Documentation","id":"46","title":"Documentation"},"47":{"body":"In some rare situations we may want to omit exposing an enum variant in a GraphQL schema . Similarly to GraphQL enums , we can just annotate the variant with the #[graphql(ignore)] attribute. As an example, let's consider the situation where we need to bind some type parameter T for doing interesting type-level stuff in our resolvers. To achieve this we need to have PhantomData, but we don't want it exposed in the GraphQL schema. # extern crate derive_more;\n# extern crate juniper;\n# use std::marker::PhantomData;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\nenum Character { Human(Human), Droid(Droid), #[from(ignore)] #[graphql(ignore)] // ^^^^^^ or `skip`, up to your preference _State(PhantomData),\n}\n#\n# fn main() {} WARNING : It's the library user's responsibility to ensure that ignored enum variant is never returned from resolvers, otherwise resolving the GraphQL query will panic in runtime . TIP : See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.","breadcrumbs":"Type system » Unions » Ignoring","id":"47","title":"Ignoring"},"48":{"body":"GraphQL enum types, like scalar types, also represent leaf values in a GraphQL type system. However enum types describe the set of possible values. Enums are not references for a numeric value, but are unique values in their own right. They may serialize as a string: the name of the represented value. With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Enums » Enums","id":"48","title":"Enums"},"49":{"body":"By default, enum variants are converted from Rust 's standard PascalCase naming convention into GraphQL 's SCREAMING_SNAKE_CASE convention: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, // exposed as `NEW_HOPE` in GraphQL schema Empire, // exposed as `EMPIRE` in GraphQL schema Jedi, // exposed as `JEDI` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(name = \"WrongEpisode\")] // now exposed as `WrongEpisode` in GraphQL schema\nenum Episode { #[graphql(name = \"LAST_HOPE\")] NewHope, // exposed as `LAST_HOPE` in GraphQL schema Empire, Jedi,\n}\n#\n# fn main() {} Or provide a different renaming policy for all the enum variants: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nenum Episode { NewHope, // exposed as `NewHope` in GraphQL schema Empire, // exposed as `Empire` in GraphQL schema Jedi, // exposed as `Jedi` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Enums » Renaming","id":"49","title":"Renaming"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"Introduction » API stability","id":"5","title":"API stability"},"50":{"body":"Just like when defining GraphQL objects , the GraphQL enum type and its values could be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLEnum)]\n#[graphql(description = \"An episode of Star Wars\")]\nenum StarWarsEpisode { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] NewHope, /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"Arguably the best one in the trilogy.\")] // ^^^^ shortcut for a `description` argument Empire, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. Jedi, #[deprecated(note = \"Only visible in Rust.\")] #[graphql(deprecated = \"We don't really talk about this one.\")] // ^^^^^^^^^^ takes precedence over Rust's `#[deprecated]` attribute ThePhantomMenace, // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Enums » Documentation and deprecation","id":"50","title":"Documentation and deprecation"},"51":{"body":"By default, all enum variants are included in the generated GraphQL enum type as values. To prevent including a specific variant, annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi, #[graphql(ignore)] Legends(T), // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference CloneWars(T), // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.","breadcrumbs":"Type system » Enums » Ignoring","id":"51","title":"Ignoring"},"52":{"body":"Fields may accept arguments to configure their behavior. These inputs are often scalars or enums , but they sometimes need to represent more complex values. A GraphQL input object defines a set of input fields; the input fields are either scalars , enums , or other input objects . This allows arguments to accept arbitrarily complex structs. In Juniper , defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct : # #![allow(unused_variables)]\n# extern crate juniper;\n# use juniper::{graphql_object, GraphQLInputObject, GraphQLObject};\n#\n#[derive(GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(GraphQLObject)] struct User { name: String } #[graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Input objects » Input objects","id":"52","title":"Input objects"},"53":{"body":"Just as with defining GraphQL objects , by default struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Input objects » Renaming","id":"53","title":"Renaming"},"54":{"body":"Similarly, GraphQL descriptions may be provided by either using Rust doc comments or with the #[graphql(description = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {} NOTE : As of October 2021 GraphQL specification , GraphQL input object 's fields cannot be deprecated .","breadcrumbs":"Type system » Input objects » Documentation","id":"54","title":"Documentation"},"55":{"body":"By default, all struct fields are included into the generated GraphQL input object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: WARNING : Ignored fields must either implement Default or be annotated with the #[graphql(default = )] argument. # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\nenum System { Cartesian,\n} #[derive(GraphQLInputObject)]\nstruct Point2D { x: f64, y: f64, #[graphql(ignore, default = System::Cartesian)] // ^^^^^^^^^^^^^^^^^^^^^^^^^^^ // This attribute is required, as we need to be able to construct // a `Point2D` value from the `{ x: 0.0, y: 0.0 }` GraphQL input value, // received from client-side. system: System, // `Default::default()` value is used, if no // `#[graphql(default = )]` is specified. #[graphql(skip)] // ^^^^ alternative naming, up to your preference shift: f64, }\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.","breadcrumbs":"Type system » Input objects » Ignoring","id":"55","title":"Ignoring"},"56":{"body":"GraphQL scalars represent primitive leaf values in a GraphQL type system: numbers, strings, and booleans.","breadcrumbs":"Type system » Scalars » Scalars","id":"56","title":"Scalars"},"57":{"body":"Juniper provides support for all the built-in scalars . Rust types GraphQL scalar bool Boolean i32 Int f64 Float String, &str String juniper::ID ID NOTE : ID scalar is defined in the GraphQL spec as a type that is serialized as a string, but can be parsed from both a string and an integer. TIP : There is no built-in support for i64, u64, or other Rust integer types, as the GraphQL spec doesn't define any built-in scalars for them by default. Instead, to be supported, they should be defined as custom scalars in a GraphQL schema .","breadcrumbs":"Type system » Scalars » Built-in","id":"57","title":"Built-in"},"58":{"body":"We can create custom scalars for other primitive values, but they are still limited in the data types for representation , and only introduce additional semantic meaning. This, also, often requires coordination with the client library, intended to consume the API we're building. Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases ).","breadcrumbs":"Type system » Scalars » Custom","id":"58","title":"Custom"},"59":{"body":"Quite often, we want to create a custom GraphQL scalar type by just wrapping an existing one, inheriting all its behavior. In Rust , this is often called as \"newtype pattern\" . This may be achieved by providing a #[graphql(transparent)] attribute to the definition: # extern crate juniper;\n# use juniper::{graphql_scalar, GraphQLScalar};\n#\n#[derive(GraphQLScalar)]\n#[graphql(transparent)]\npub struct UserId(i32); // Using `#[graphql_scalar]` attribute here makes no difference, and is fully\n// interchangeable with `#[derive(GraphQLScalar)]`. It's only up to the // personal preference - which one to use.\n#[graphql_scalar]\n#[graphql(transparent)]\npub struct MessageId { value: i32,\n}\n#\n# fn main() {} That's it, now the UserId and MessageId scalars can be used in GraphQL schema . We may also customize the definition, to provide more information about our custom scalar in GraphQL schema : # extern crate juniper;\n# use juniper::GraphQLScalar;\n#\n/// You can use a Rust doc comment to specify a description in GraphQL schema.\n#[derive(GraphQLScalar)]\n#[graphql( transparent, // Overwrite the name of this type in the GraphQL schema. name = \"MyUserId\", // Specifying a type description via attribute takes precedence over the // Rust doc comment, which allows to separate Rust API docs from GraphQL // schema descriptions, if required. description = \"Actual description.\", // Optional specification URL. specified_by_url = \"https://tools.ietf.org/html/rfc4122\",\n)]\npub struct UserId(String);\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Transparent delegation","id":"59","title":"Transparent delegation"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper . Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file.","breadcrumbs":"Quickstart » Quickstart","id":"6","title":"Quickstart"},"60":{"body":"In case we need to customize resolving of a custom GraphQL scalar value (change the way it gets executed), the #[graphql(to_output_with = )] attribute is the way to do so: # extern crate juniper;\n# use juniper::{GraphQLScalar, ScalarValue, Value};\n#\n#[derive(GraphQLScalar)]\n#[graphql(to_output_with = to_output, transparent)]\nstruct Incremented(i32); /// Increments [`Incremented`] before converting into a [`Value`].\nfn to_output(v: &Incremented) -> Value { let inc = v.0 + 1; Value::from(inc)\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Resolving","id":"60","title":"Resolving"},"61":{"body":"Customization of a custom GraphQL scalar value parsing is possible via #[graphql(from_input_with = )] attribute: # extern crate juniper;\n# use juniper::{GraphQLScalar, InputValue, ScalarValue};\n#\n#[derive(GraphQLScalar)]\n#[graphql(from_input_with = Self::from_input, transparent)]\nstruct UserId(String); impl UserId { /// Checks whether the [`InputValue`] is a [`String`] beginning with `id: ` /// and strips it. fn from_input(input: &InputValue) -> Result where S: ScalarValue { input.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {input}\")) .and_then(|str| { str.strip_prefix(\"id: \") .ok_or_else(|| { format!( \"Expected `UserId` to begin with `id: `, \\ found: {input}\", ) }) }) .map(|id| Self(id.to_owned())) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Input value parsing","id":"61","title":"Input value parsing"},"62":{"body":"Customization of which tokens a custom GraphQL scalar type should be parsed from, is possible via #[graphql(parse_token_with = )] or #[graphql(parse_token()] attributes: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( to_output_with = to_output, from_input_with = from_input, parse_token_with = parse_token,\n)]\n// ^^^^^^^^^^^^^^^^ Can be replaced with `parse_token(String, i32)`, which\n// tries to parse as `String` first, and then as `i32` if\n// prior fails.\nenum StringOrInt { String(String), Int(i32),\n} fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), }\n} fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\"))\n} fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult { >::from_str(value) .or_else(|_| >::from_str(value))\n}\n#\n# fn main() {} NOTE : Once we provide all 3 custom functions, there is no sense to follow newtype pattern anymore, as nothing left to inherit.","breadcrumbs":"Type system » Scalars » Token parsing","id":"62","title":"Token parsing"},"63":{"body":"Instead of providing all custom functions separately, it's possible to provide a module holding the appropriate to_output(), from_input() and parse_token() functions via #[graphql(with = )] attribute: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql(with = string_or_int)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } pub(super) fn parse_token(t: ScalarToken<'_>) -> ParseScalarResult { >::from_str(t) .or_else(|_| >::from_str(t)) }\n}\n#\n# fn main() {} A regular impl block is also suitable for that: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n// #[graphql(with = Self)] <- default behaviour, so can be omitted\nenum StringOrInt { String(String), Int(i32),\n} impl StringOrInt { fn to_output(&self) -> Value { match self { Self::String(s) => Value::scalar(s.to_owned()), Self::Int(i) => Value::scalar(*i), } } fn from_input(v: &InputValue) -> Result where S: ScalarValue { v.as_string_value() .map(|s| Self::String(s.into())) .or_else(|| v.as_int_value().map(Self::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult where S: ScalarValue { >::from_str(value) .or_else(|_| >::from_str(value)) }\n}\n#\n# fn main() {} At the same time, any custom function still may be specified separately, if required: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ScalarValue,\n# ScalarToken, Value\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( with = string_or_int, parse_token(String, i32)\n)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value where S: ScalarValue, { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result where S: ScalarValue, { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } // No need in `parse_token()` function.\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.","breadcrumbs":"Type system » Scalars » Full behavior","id":"63","title":"Full behavior"},"64":{"body":"For implementing custom scalars on foreign types there is #[graphql_scalar] attribute. NOTE : To satisfy orphan rules , we should provide a local ScalarValue implementation. # extern crate juniper;\n# mod date {\n# pub struct Date;\n# impl std::str::FromStr for Date {\n# type Err = String;\n#\n# fn from_str(_value: &str) -> Result { # unimplemented!()\n# }\n# }\n#\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# }\n#\n# use juniper::DefaultScalarValue as CustomScalarValue;\nuse juniper::{graphql_scalar, InputValue, ScalarValue, Value}; #[graphql_scalar( with = date_scalar, parse_token(String), scalar = CustomScalarValue,\n)]\n// ^^^^^^^^^^^^^^^^^ local `ScalarValue` implementation\ntype Date = date::Date;\n// ^^^^^^^^^^ type from another crate mod date_scalar { use super::*; pub(super) fn to_output(v: &Date) -> Value { Value::scalar(v.to_string()) } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {v}\")) .and_then(|s| s.parse().map_err(|e| format!(\"Failed to parse `Date`: {e}\"))) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Foreign","id":"64","title":"Foreign"},"65":{"body":"Juniper provides out-of-the-box GraphQL scalar implementations for some very common Rust crates. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature . Rust type GraphQL scalar Cargo feature BigDecimal BigDecimal bigdecimal bson::oid::ObjectId ObjectId bson bson::DateTime UtcDateTime bson chrono::NaiveDate Date chrono chrono::NaiveTime LocalTime chrono chrono::NaiveDateTime LocalDateTime chrono chrono::DateTime DateTime chrono chrono_tz::Tz TimeZone chrono-tz Decimal Decimal rust_decimal time::Date Date time time::Time LocalTime time time::PrimitiveDateTime LocalDateTime time time::OffsetDateTime DateTime time time::UtcOffset UtcOffset time Url Url url Uuid Uuid uuid","breadcrumbs":"Type system » Scalars » Supported out-of-the-box","id":"65","title":"Supported out-of-the-box"},"66":{"body":"Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file. GraphQL schema consists of three object types : a query root , a mutation root , and a subscription root . The query root operation type must be provided and must be an Object type. The mutation root operation type is optional; if it is not provided, the service does not support mutations. If it is provided, it must be an Object type. Similarly, the subscription root operation type is also optional; if it is not provided, the service does not support subscriptions. If it is provided, it must be an Object type. The query , mutation , and subscription root types must all be different types if provided. In Juniper , the RootNode type represents a schema . When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema . Both query and mutation objects are regular GraphQL objects , defined like any other object in Juniper . The mutation and subscription objects, however, are optional, since schemas can be read-only and do not require subscriptions . TIP : If mutation / subscription functionality is not needed, consider using the predefined EmptyMutation / EmptySubscription types for stubbing them in a RootNode . # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptySubscription, FieldResult, GraphQLObject, RootNode,\n# };\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} struct Query; #[graphql_object]\nimpl Query { fn user_with_username(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} struct Mutation; #[graphql_object]\nimpl Mutation { fn sign_up_user(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} type Schema = RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {} NOTE : It's considered a good practice to name query , mutation , and subscription root types as Query, Mutation, and Subscription respectively. The usage of subscriptions is a little different from the mutation and query objects , so they are discussed in the separate chapter .","breadcrumbs":"Schema » Schema","id":"66","title":"Schema"},"67":{"body":"Many tools in GraphQL ecosystem require a schema definition to operate on. With Juniper we can export our GraphQL schema defined in Rust code either represented in the GraphQL schema language or in JSON .","breadcrumbs":"Schema » Export","id":"67","title":"Export"},"68":{"body":"To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature): # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, FieldResult, RootNode,\n# };\n#\nstruct Query; #[graphql_object]\nimpl Query { fn hello(&self) -> FieldResult<&str> { Ok(\"hello world\") }\n} fn main() { // Define our schema in Rust. let schema = RootNode::new( Query, EmptyMutation::<()>::new(), EmptySubscription::<()>::new(), ); // Convert the Rust schema into the GraphQL SDL schema. let result = schema.as_sdl(); let expected = \"\\\nschema { query: Query\n} type Query { hello: String!\n}\n\";\n# #[cfg(not(target_os = \"windows\"))] assert_eq!(result, expected);\n}","breadcrumbs":"Schema » SDL (schema definition language)","id":"68","title":"SDL (schema definition language)"},"69":{"body":"To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema , which result can be serialized into JSON : # extern crate juniper;\n# extern crate serde_json;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, GraphQLObject,\n# IntrospectionFormat, RootNode,\n# };\n#\n#[derive(GraphQLObject)]\nstruct Example { id: String,\n} struct Query; #[graphql_object]\nimpl Query { fn example(id: String) -> Example { unimplemented!() }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &(), IntrospectionFormat::default(), ).unwrap(); // Serialize the introspection result into JSON. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n} TIP : We still can convert the generated JSON into a GraphQL schema language representation by using tools like graphql-json-to-sdl command line utility .","breadcrumbs":"Schema » JSON","id":"69","title":"JSON"},"7":{"body":"[dependencies]\njuniper = \"0.16.1\"","breadcrumbs":"Quickstart » Installation","id":"7","title":"Installation"},"70":{"body":"GraphQL subscriptions are a way to push data from a server to clients requesting real-time messages from a server. Subscriptions are similar to queries in that they specify a set of fields to be delivered to a client, but instead of immediately returning a single answer a result is sent every time a particular event happens on a server. In order to execute subscriptions in Juniper , we need a coordinator (spawning long-lived connections) and a GraphQL object with fields resolving into a Stream of elements which will then be returned to a client. The juniper_subscriptions crate provides a default implementation of these abstractions. The subscription root is just a GraphQL object , similar to the query root and mutations root that we define for operations in our GraphQL schema . For subscriptions all fields should be async and return a Stream of some GraphQL type values, rather than direct values. # extern crate futures;\n# extern crate juniper;\n# use std::pin::Pin;\n# use futures::Stream;\n# use juniper::{graphql_object, graphql_subscription, FieldError};\n#\n# #[derive(Clone)]\n# pub struct Database;\n#\n# impl juniper::Context for Database {}\n#\n# pub struct Query;\n#\n# #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\ntype StringStream = Pin> + Send>>; pub struct Subscription; #[graphql_subscription]\n#[graphql(context = Database)]\nimpl Subscription { // This subscription operation emits two values sequentially: // the `String`s \"Hello\" and \"World!\". async fn hello_world() -> StringStream { let stream = futures::stream::iter([ Ok(String::from(\"Hello\")), Ok(String::from(\"World!\")), ]); Box::pin(stream) }\n}\n#\n# fn main () {}","breadcrumbs":"Schema » Subscriptions » Subscriptions","id":"70","title":"Subscriptions"},"71":{"body":"GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks . This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits. The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription . Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator . The subscribe method returns a Future resolving into a Result, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails. # extern crate futures;\n# extern crate juniper;\n# extern crate juniper_subscriptions;\n# extern crate serde_json;\n# use std::pin::Pin;\n# use futures::{Stream, StreamExt as _};\n# use juniper::{\n# http::GraphQLRequest,\n# graphql_object, graphql_subscription, # DefaultScalarValue, EmptyMutation, FieldError, # RootNode, SubscriptionCoordinator,\n# };\n# use juniper_subscriptions::Coordinator;\n# # #[derive(Clone)]\n# pub struct Database;\n# # impl juniper::Context for Database {}\n# # impl Database {\n# fn new() -> Self {\n# Self\n# }\n# }\n# # pub struct Query;\n# # #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\n# type StringStream = Pin> + Send>>;\n#\n# pub struct Subscription;\n# # #[graphql_subscription]\n# #[graphql(context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream = futures::stream::iter([\n# Ok(String::from(\"Hello\")), # Ok(String::from(\"World!\")),\n# ]);\n# Box::pin(stream)\n# }\n# }\n#\ntype Schema = RootNode<'static, Query, EmptyMutation, Subscription>; fn schema() -> Schema { Schema::new(Query, EmptyMutation::new(), Subscription)\n} async fn run_subscription() { let schema = schema(); let coordinator = Coordinator::new(schema); let db = Database::new(); let req: GraphQLRequest = serde_json::from_str( r#\"{ \"query\": \"subscription { helloWorld }\" }\"#, ).unwrap(); let mut conn = coordinator.subscribe(&req, &db).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n}\n#\n# fn main() {}","breadcrumbs":"Schema » Subscriptions » Coordinator","id":"71","title":"Coordinator"},"72":{"body":"For information about serving GraphQL subscriptions over WebSocket , see the \"Serving\" chapter .","breadcrumbs":"Schema » Subscriptions » WebSocket","id":"72","title":"WebSocket"},"73":{"body":"The schema introspection system is accessible from the meta-fields __schema and __type which are accessible from the type of the root of a query operation. __schema: __Schema!\n__type(name: String!): __Type Like all meta-fields, these are implicit and do not appear in the fields list in the root type of the query operation. GraphQL provides introspection , allowing to see what queries , mutations and subscriptions a GraphQL server supports at runtime. Because introspection queries are just regular GraphQL queries , Juniper supports them natively. For example, to get all the names of the types supported, we could execute the following query against Juniper : { __schema { types { name } }\n}","breadcrumbs":"Schema » Introspection » Introspection","id":"73","title":"Introspection"},"74":{"body":"Disabling introspection in production is a widely debated topic, but we believe it’s one of the first things you can do to harden your GraphQL API in production. Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method: # extern crate juniper;\n# use juniper::{\n# graphql_object, graphql_vars, EmptyMutation, EmptySubscription, GraphQLError,\n# RootNode,\n# };\n#\npub struct Query; #[graphql_object]\nimpl Query { fn some() -> bool { true }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { let schema = Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()) .disable_introspection(); let query = \"query { __schema { queryType { name } } }\"; match juniper::execute_sync(query, None, &schema, &graphql_vars! {}, &()) { Err(GraphQLError::ValidationError(errs)) => { assert_eq!( errs.first().unwrap().message(), \"GraphQL introspection is not allowed, but the operation contained `__schema`\", ); } res => panic!(\"expected `ValidationError`, returned: {res:#?}\"), }\n} NOTE : Attempt to execute an introspection query results in validation error, rather than execution error.","breadcrumbs":"Schema » Introspection » Disabling","id":"74","title":"Disabling"},"75":{"body":"Once we have built a GraphQL schema , the next obvious step would be to serve it, so clients can interact with our GraphQL API. Usually, GraphQL APIs are served via HTTP .","breadcrumbs":"Serving » Serving","id":"75","title":"Serving"},"76":{"body":"Though the juniper crate doesn't provide a built-in HTTP server, the surrounding ecosystem does.","breadcrumbs":"Serving » Web server frameworks","id":"76","title":"Web server frameworks"},"77":{"body":"Juniper officially supports the following widely used and adopted web server frameworks in Rust ecosystem: actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ([juniper_hyper] crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate) See their API docs and usage examples (accessible from API docs) for further details of how they should be used. NOTE : All the officially supported web server framework integrations provide a simple and convenient way for exposing GraphiQL and/or GraphQL Playground with the GraphQL schema along. These powerful tools ease the development process by enabling you to explore and send client requests to the GraphQL API under development.","breadcrumbs":"Serving » Officially supported","id":"77","title":"Officially supported"},"78":{"body":"NOTE : WebSocket is a crucial part for serving GraphQL subscriptions over HTTP . There are two widely adopted protocols for serving GraphQL over WebSocket : Legacy graphql-ws GraphQL over WebSocket Protocol , formerly used by Apollo and the subscriptions-transport-ws npm package , and now being deprecated. New graphql-transport-ws GraphQL over WebSocket Protocol , provided by the graphql-ws npm package and being used by Apollo as for now. In the Juniper ecosystem, both implementations are provided by the juniper_graphql_ws crate. Most of the officially supported web server framework integrations are able to serve a GraphQL schema over WebSocket (including subscriptions ) and even support auto-negotiation of the correct protocol based on the Sec-Websocket-Protocol HTTP header value . See their API docs and usage examples (accessible from API docs) for further details of how to do so.","breadcrumbs":"Serving » WebSocket","id":"78","title":"WebSocket"},"79":{"body":"The GraphQL standard generally assumes that there will be one server request per each client operation to perform (such as a query or mutation). This is conceptually simple but potentially inefficient. Some client libraries (such as apollo-link-batch-http ) have the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs , though, that should be considered before batching operations . Juniper 's server integration crates support batching multiple operations in a single HTTP request out-of-the-box via JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. NOTE : If you use a custom server integration, it's not a hard requirement to support batching , as it's not a part of the official GraphQL specification . Assuming an integration supports operations batching , for the following GraphQL query: { hero { name }\n} The JSON data to POST for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be in the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} However, if we want to run the same query twice in a single HTTP request, the batched JSON data to POST would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And then, the response would be in the following array form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Serving » Batching » Batching","id":"79","title":"Batching"},"8":{"body":"Exposing simple enums and structs as GraphQL types is just a matter of adding a custom derive attribute to them. Juniper includes support for basic Rust types that naturally map to GraphQL features, such as Option, Vec, Box, Arc, String, f64, i32, references, slices and arrays. For more advanced mappings, Juniper provides multiple macros to map your Rust types to a GraphQL schema . The most important one is the #[graphql_object] attribute that is used for declaring a GraphQL object with resolvers (typically used for declaring Query and Mutation roots ). # # ![allow(unused_variables)]\n# extern crate juniper;\n#\n# use std::fmt::Display;\n#\nuse juniper::{ graphql_object, EmptySubscription, FieldResult, GraphQLEnum, GraphQLInputObject, GraphQLObject, ScalarValue,\n};\n#\n# struct DatabasePool;\n# impl DatabasePool {\n# fn get_connection(&self) -> FieldResult { Ok(DatabasePool) }\n# fn find_human(&self, _id: &str) -> FieldResult { Err(\"\")? }\n# fn insert_human(&self, _human: &NewHuman) -> FieldResult { Err(\"\")? }\n# } #[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(GraphQLObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct Human { id: String, name: String, appears_in: Vec, home_planet: String,\n} // There is also a custom derive for mapping GraphQL input objects.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct NewHuman { name: String, appears_in: Vec, home_planet: String,\n} // Now, we create our root `Query` and `Mutation` types with resolvers by using // the `#[graphql_object]` attribute. // Resolvers can have a context that allows accessing shared state like a // database pool.\nstruct Context { // Use your real database pool here. db: DatabasePool,\n} // To make our `Context` usable by `juniper`, we have to implement a marker // trait.\nimpl juniper::Context for Context {} struct Query; // Here we specify the context type for the object.\n// We need to do this in every type that needs access to the `Context`.\n#[graphql_object]\n#[graphql(context = Context)]\nimpl Query { // Note, that the field name will be automatically converted to the // `camelCased` variant, just as GraphQL conventions imply. fn api_version() -> &'static str { \"1.0\" } fn human( // Arguments to resolvers can either be simple scalar types, enums or // input objects. id: String, // To gain access to the `Context`, we specify a `context`-named // argument referring the correspondent `Context` type, and `juniper` // will inject it automatically. context: &Context, ) -> FieldResult { // Get a `db` connection. let conn = context.db.get_connection()?; // Execute a `db` query. // Note the use of `?` to propagate errors. let human = conn.find_human(&id)?; // Return the result. Ok(human) }\n} // Now, we do the same for our `Mutation` type. struct Mutation; #[graphql_object]\n#[graphql( context = Context, // If we need to use `ScalarValue` parametrization explicitly somewhere // in the object definition (like here in `FieldResult`), we could // declare an explicit type parameter for that, and specify it. scalar = S: ScalarValue + Display,\n)]\nimpl Mutation { fn create_human( new_human: NewHuman, context: &Context, ) -> FieldResult { let db = context.db.get_connection().map_err(|e| e.map_scalar_value())?; let human: Human = db.insert_human(&new_human).map_err(|e| e.map_scalar_value())?; Ok(human) }\n} // Root schema consists of a query, a mutation, and a subscription.\n// Request queries can be executed against a `RootNode`.\ntype Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {\n# _ = Schema::new(Query, Mutation, EmptySubscription::new());\n# } Now we have a very simple but functional schema for a GraphQL server! To actually serve the schema , see the guides for our various server integrations .","breadcrumbs":"Quickstart » Schema","id":"8","title":"Schema"},"80":{"body":"The chapters below cover some more advanced topics. Implicit and explicit null N+1 problem DataLoader Look-ahead Eager loading","breadcrumbs":"Advanced Topics » Advanced topics","id":"80","title":"Advanced topics"},"81":{"body":"GraphQL has two semantically different ways to represent the lack of a value: Explicitly providing the literal value: null . Implicitly not providing a value at all. There are two ways that a client can submit a null value as an argument or a field in a GraphQL query: Either use an explicit null literal: { field(arg: null)\n} Or simply omit the argument , so the implicit default null value kicks in: { field\n} There are some situations where it's useful to know which one exactly has been provided. For example, let's say we have a function that allows users to perform a \"patch\" operation on themselves. Let's say our users can optionally have favorite and least favorite numbers, and the input for that might look like this: /// Updates user attributes. Fields that are [`None`] are left as-is.\nstruct UserPatch { /// If [`Some`], updates the user's favorite number. favorite_number: Option>, /// If [`Some`], updates the user's least favorite number. least_favorite_number: Option>,\n}\n#\n# fn main() {} To set a user's favorite number to 7, we would set favorite_number to Some(Some(7)). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: 7 }) } To unset the user's favorite number, we would set favorite_number to Some(None). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: null }) } And if we want to leave the user's favorite number alone, just set it to None. In GraphQL , that might look like this: mutation { patchUser(patch: {}) } The last two cases rely on being able to distinguish between explicit and implicit null . Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper , this can be done using the Nullable type: # extern crate juniper;\nuse juniper::{graphql_object, FieldResult, GraphQLInputObject, Nullable}; #[derive(GraphQLInputObject)]\nstruct UserPatchInput { favorite_number: Nullable, least_favorite_number: Nullable,\n} impl From for UserPatch { fn from(input: UserPatchInput) -> Self { Self { // The `explicit()` function transforms the `Nullable` into an // `Option>` as expected by the business logic layer. favorite_number: input.favorite_number.explicit(), least_favorite_number: input.least_favorite_number.explicit(), } }\n} # struct UserPatch {\n# favorite_number: Option>,\n# least_favorite_number: Option>,\n# }\n#\n# struct Session;\n# impl Session {\n# fn patch_user(&self, _patch: UserPatch) -> FieldResult<()> { Ok(()) }\n# }\n#\nstruct Context { session: Session,\n}\nimpl juniper::Context for Context {} struct Mutation; #[graphql_object]\n#[graphql(context = Context)]\nimpl Mutation { fn patch_user(patch: UserPatchInput, ctx: &Context) -> FieldResult { ctx.session.patch_user(patch.into())?; Ok(true) }\n}\n#\n# fn main() {}","breadcrumbs":"Advanced Topics » Implicit and explicit null » Implicit and explicit null","id":"81","title":"Implicit and explicit null"},"82":{"body":"A common issue with GraphQL server implementations is how the resolvers query their datasource. With a naive and straightforward approach we quickly run into the N+1 problem, resulting in a large number of unnecessary database queries or HTTP requests. # extern crate anyhow;\n# extern crate juniper;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\n#[derive(GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(self.cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{}`\", self.cult_id)) }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository)]\nimpl Query { async fn persons(#[graphql(ctx)] repo: &Repository) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons repo.load_all_persons().await }\n} Let's say we want to list a bunch of cults persons were in: query { persons { id name cult { id name } }\n} Once the persons list has been resolved , a separate SQL query is run to find the cult of each Person. We can see how this could quickly become a problem. SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 3;\nSELECT id, name FROM cults WHERE id = 4;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\n-- and so on... There are several ways how this problem may be resolved in Juniper . The most common ones are: DataLoader Look-ahead machinery Eager loading","breadcrumbs":"Advanced Topics » N+1 problem » N+1 problem","id":"82","title":"N+1 problem"},"83":{"body":"DataLoader pattern, named after the correspondent dataloader NPM package , represents a mechanism of batching and caching data requests in a delayed manner for solving the N+1 problem . A port of the \"Loader\" API originally developed by @schrockn at Facebook in 2010 as a simplifying force to coalesce the sundry key-value store back-end APIs which existed at the time. At Facebook, \"Loader\" became one of the implementation details of the \"Ent\" framework, a privacy-aware data entity loading and caching layer within web server product code. This ultimately became the underpinning for Facebook's GraphQL server implementation and type definitions. In Rust ecosystem, DataLoader pattern is introduced with the dataloader crate , naturally usable with Juniper . Let's remake our example of N+1 problem , so it's solved by applying the DataLoader pattern: # extern crate anyhow;\n# extern crate dataloader;\n# extern crate juniper;\n# use std::{collections::HashMap, sync::Arc};\n# use anyhow::anyhow;\n# use dataloader::non_cached::Loader;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl Repository {\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\nstruct Context { repo: Repository, cult_loader: CultLoader,\n} impl juniper::Context for Context {} #[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct CultBatcher { repo: Repository,\n} // Since `BatchFn` doesn't provide any notion of fallible loading, like // `try_load()` returning `Result, E>`, we handle possible\n// errors as loaded values and unpack them later in the resolver.\nimpl dataloader::BatchFn>> for CultBatcher { async fn load( &mut self, cult_ids: &[CultId], ) -> HashMap>> { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) match self.repo.load_cults_by_ids(cult_ids).await { Ok(found_cults) => { found_cults.into_iter().map(|(id, cult)| (id, Ok(cult))).collect() } // One could choose a different strategy to deal with fallible loads, // like consider values that failed to load as absent, or just panic. // See cksac/dataloader-rs#35 for details: // https://github.com/cksac/dataloader-rs/issues/35 Err(e) => { // Since `anyhow::Error` doesn't implement `Clone`, we have to // work around here. let e = Arc::new(e); cult_ids.iter().map(|k| (k.clone(), Err(e.clone()))).collect() } } }\n} type CultLoader = Loader>, CultBatcher>; fn new_cult_loader(repo: Repository) -> CultLoader { CultLoader::new(CultBatcher { repo }) // Usually a `Loader` will coalesce all individual loads which occur // within a single frame of execution before calling a `BatchFn::load()` // with all the collected keys. However, sometimes this behavior is not // desirable or optimal (perhaps, a request is expected to be spread out // over a few subsequent ticks). // A larger yield count will allow more keys to be appended to the batch, // but will wait longer before the actual load. For more details see: // https://github.com/cksac/dataloader-rs/issues/12 // https://github.com/graphql/dataloader#batch-scheduling .with_yield_count(100)\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Context)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, ctx: &Context) -> anyhow::Result { ctx.cult_loader // Here, we don't run the `CultBatcher::load()` eagerly, but rather // only register the `self.cult_id` value in the `cult_loader` and // wait for other concurrent resolvers to do the same. // The actual batch loading happens once all the resolvers register // their IDs and there is nothing more to execute. .try_load(self.cult_id) .await // The outer error is the `io::Error` returned by `try_load()` if // no value is present in the `HashMap` for the specified // `self.cult_id`, meaning that there is no `Cult` with such ID // in the `Repository`. .map_err(|_| anyhow!(\"No cult exists for ID `{}`\", self.cult_id))? // The inner error is the one returned by the `CultBatcher::load()` // if the `Repository::load_cults_by_ids()` fails, meaning that // running the SQL query failed. .map_err(|arc_err| anyhow!(\"{arc_err}\")) }\n} struct Query; #[graphql_object]\n#[graphql(context = Context)]\nimpl Query { async fn persons(ctx: &Context) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons ctx.repo.load_all_persons().await }\n} fn main() { } And now, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » DataLoader","id":"83","title":"DataLoader"},"84":{"body":"dataloader::cached provides a memoization cache: after BatchFn::load() is called once with given keys, the resulting values are cached to eliminate redundant loads. DataLoader caching does not replace Redis , Memcached , or any other shared application-level cache. DataLoader is first and foremost a data loading mechanism, and its cache only serves the purpose of not repeatedly loading the same data in the context of a single request . WARNING : A DataLoader should be created per-request to avoid risk of bugs where one client is able to load cached/batched data from another client outside its authenticated scope. Creating a DataLoader within an individual resolver will prevent batching from occurring and will nullify any benefits of it.","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Caching","id":"84","title":"Caching"},"85":{"body":"For a full example using DataLoaders in Juniper check out the jayy-lmao/rust-graphql-docker repository .","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Full example","id":"85","title":"Full example"},"86":{"body":"In backtracking algorithms, look ahead is the generic term for a subprocedure that attempts to foresee the effects of choosing a branching variable to evaluate one of its values. The two main aims of look-ahead are to choose a variable to evaluate next and to choose the order of values to assign to it. In GraphQL , look-ahead machinery allows us to introspect the currently executed GraphQL operation to see which fields has been actually selected by it. In Juniper , it's represented by the Executor::look_ahead() method. # extern crate juniper;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type UserId = i32;\n#\n#[derive(GraphQLObject)]\nstruct Person { id: UserId, name: String,\n} struct Query; #[graphql_object]\n// NOTICE: Specifying `ScalarValue` as custom named type parameter,\n// so its name is similar to the one used in methods.\n#[graphql(scalar = S: ScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, (), S>) -> Vec { // Let's see which `Person`'s fields were selected in the client query. for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n} TIP : S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue , which is the default ScalarValue type for the Executor , and make our code more ergonomic, but less flexible and generic. # extern crate juniper;\n# use juniper::{graphql_object, DefaultScalarValue, Executor, GraphQLObject};\n#\n# type UserId = i32;\n#\n# #[derive(GraphQLObject)]\n# struct Person {\n# id: UserId,\n# name: String,\n# }\n#\n# struct Query;\n#\n#[graphql_object]\n#[graphql(scalar = DefaultScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, ()>) -> Vec { for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n}","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Look-ahead","id":"86","title":"Look-ahead"},"87":{"body":"Naturally, look-ahead machinery allows us to solve the N+1 problem by introspecting the requested fields and performing loading in batches eagerly, before actual resolving of those fields: # extern crate anyhow;\n# extern crate juniper;\n# use std::collections::HashMap;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n# # enum Either {\n# Absent(L),\n# Loaded(R), # }\n#\n#[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult: Either,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { match &self.cult { Either::Loaded(cult) => Ok(cult.clone()), Either::Absent(cult_id) => { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(*cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\")) } } }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository, scalar = S: ScalarValue)]\nimpl Query { async fn persons( #[graphql(ctx)] repo: &Repository, executor: &Executor<'_, '_, Repository, S>, ) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons let mut persons = repo.load_all_persons().await?; // If the `Person.cult` field has been requested. if executor.look_ahead() .children() .iter() .any(|sel| sel.field_original_name() == \"cult\") { // Gather `Cult.id`s to load eagerly. let cult_ids = persons .iter() .filter_map(|p| { match &p.cult { Either::Absent(cult_id) => Some(*cult_id), // If for some reason a `Cult` is already loaded, // then just skip it. Either::Loaded(_) => None, } }) .collect::>(); // Load the necessary `Cult`s eagerly. // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) let cults = repo.load_cults_by_ids(&cult_ids).await?; // Populate `persons` with the loaded `Cult`s, so they do not perform // any SQL queries on resolving. for p in &mut persons { let Either::Absent(cult_id) = &p.cult else { continue; }; p.cult = Either::Loaded( cults.get(cult_id) .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\"))? .clone(), ); } } Ok(persons) }\n} And so, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » N+1 problem","id":"87","title":"N+1 problem"},"88":{"body":"See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » More features","id":"88","title":"More features"},"89":{"body":"As a further evolution of the dealing with the N+1 problem via look-ahead , we may systematically remodel Rust types mapping to GraphQL ones in the way to encourage doing eager preloading of data for its fields and using the already preloaded data when resolving a particular field . At the moment, this approach is represented with the juniper-eager-loading crate for Juniper . NOTE : Since this library requires juniper-from-schema , it's best first to become familiar with it. From \"How this library works at a high level\" and \"A real example\" sections of juniper-eager-loading documentation:","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » Eager loading","id":"89","title":"Eager loading"},"9":{"body":"Juniper is a library that can be used in many contexts: it doesn't require a server, nor it has a dependency on a particular transport or serialization format. You can invoke the juniper::execute() directly to get a result for a GraphQL query: # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper;\nuse juniper::{ graphql_object, graphql_value, EmptyMutation, EmptySubscription, GraphQLEnum, Variables, }; #[derive(GraphQLEnum, Clone, Copy)]\nenum Episode { // Note, that the enum value will be automatically converted to the // `SCREAMING_SNAKE_CASE` variant, just as GraphQL conventions imply. NewHope, Empire, Jedi,\n} // Arbitrary context data.\nstruct Ctx(Episode); impl juniper::Context for Ctx {} struct Query; #[graphql_object]\n#[graphql(context = Ctx)]\nimpl Query { fn favorite_episode(context: &Ctx) -> Episode { context.0 }\n} type Schema = juniper::RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Create a context. let ctx = Ctx(Episode::NewHope); // Run the execution. let (res, _errors) = juniper::execute_sync( \"query { favoriteEpisode }\", None, &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &Variables::new(), &ctx, ).unwrap(); assert_eq!( res, graphql_value!({ \"favoriteEpisode\": \"NEW_HOPE\", }), );\n}","breadcrumbs":"Quickstart » Execution","id":"9","title":"Execution"},"90":{"body":"If you have a GraphQL type like this type User { id: Int! country: Country!\n} You might create the corresponding Rust model type like this: struct User { id: i32, country_id: i32,\n} However this approach has one big issue. How are you going to resolve the field User.country without doing a database query? All the resolver has access to is a User with a country_id field. It can't get the country without loading it from the database... Fundamentally these kinds of model structs don't work for eager loading with GraphQL. So this library takes a different approach. What if we created separate structs for the database models and the GraphQL models? Something like this: # fn main() {}\n#\nmod models { pub struct User { id: i32, country_id: i32 } pub struct Country { id: i32, }\n} struct User { user: models::User, country: HasOne,\n} struct Country { country: models::Country\n} enum HasOne { Loaded(T), NotLoaded,\n} Now we're able to resolve the query with code like this: Load all the users (first query). Map the users to a list of country ids. Load all the countries with those ids (second query). Pair up the users with the country with the correct id, so change User.country from HasOne::NotLoaded to HasOne::Loaded(matching_country). When resolving the GraphQL field User.country simply return the loaded country.","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » How this library works at a high level","id":"90","title":"How this library works at a high level"},"91":{"body":"use juniper::{Executor, FieldResult};\nuse juniper_eager_loading::{prelude::*, EagerLoading, HasOne};\nuse juniper_from_schema::graphql_schema;\nuse std::error::Error; // Define our GraphQL schema.\ngraphql_schema! { schema { query: Query } type Query { allUsers: [User!]! @juniper(ownership: \"owned\") } type User { id: Int! country: Country! } type Country { id: Int! }\n} // Our model types.\nmod models { use std::error::Error; use juniper_eager_loading::LoadFrom; #[derive(Clone)] pub struct User { pub id: i32, pub country_id: i32 } #[derive(Clone)] pub struct Country { pub id: i32, } // This trait is required for eager loading countries. // It defines how to load a list of countries from a list of ids. // Notice that `Context` is generic and can be whatever you want. // It will normally be your Juniper context which would contain // a database connection. impl LoadFrom for Country { type Error = Box; type Context = super::Context; fn load( employments: &[i32], field_args: &(), ctx: &Self::Context, ) -> Result, Self::Error> { // ... # unimplemented!() } }\n} // Our sample database connection type.\npub struct DbConnection; impl DbConnection { // Function that will load all the users. fn load_all_users(&self) -> Vec { // ... # unimplemented!() }\n} // Our Juniper context type which contains a database connection.\npub struct Context { db: DbConnection,\n} impl juniper::Context for Context {} // Our GraphQL user type.\n// `#[derive(EagerLoading)]` takes care of generating all the boilerplate code.\n#[derive(Clone, EagerLoading)]\n// You need to set the context and error type.\n#[eager_loading( context = Context, error = Box, // These match the default so you wouldn't have to specify them model = models::User, id = i32, root_model_field = user,\n)]\npub struct User { // This user model is used to resolve `User.id` user: models::User, // Setup a \"has one\" association between a user and a country. // // We could also have used `#[has_one(default)]` here. #[has_one( foreign_key_field = country_id, root_model_field = country, graphql_field = country, )] country: HasOne,\n} // And the GraphQL country type.\n#[derive(Clone, EagerLoading)]\n#[eager_loading(context = Context, error = Box)]\npub struct Country { country: models::Country,\n} // The root query GraphQL type.\npub struct Query; impl QueryFields for Query { // The resolver for `Query.allUsers`. fn field_all_users( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, User, Walked>, ) -> FieldResult> { let ctx = executor.context(); // Load the model users. let user_models = ctx.db.load_all_users(); // Turn the model users into GraphQL users. let mut users = User::from_db_models(&user_models); // Perform the eager loading. // `trail` is used to only eager load the fields that are requested. Because // we're using `QueryTrail`s from \"juniper_from_schema\" it would be a compile // error if we eager loaded associations that aren't requested in the query. User::eager_load_all_children_for_each(&mut users, &user_models, ctx, trail)?; Ok(users) }\n} impl UserFields for User { fn field_id( &self, executor: &Executor<'_, Context>, ) -> FieldResult<&i32> { Ok(&self.user.id) } fn field_country( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, Country, Walked>, ) -> FieldResult<&Country> { // This will unwrap the country from the `HasOne` or return an error if the // country wasn't loaded, or wasn't found in the database. 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is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools. Juniper is a library for creating GraphQL servers in Rust . Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow). Juniper doesn't include a web server itself, instead, it provides building blocks to make integration with existing web servers straightforward. It optionally provides a pre-built integration for some widely used web server frameworks in Rust ecosystem. Cargo crate API reference","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification (October 2021) . NOTE : As an exception to other GraphQL libraries for other languages, Juniper builds non-null types by default. A field of type Vec will be converted into [Episode!]!. The corresponding Rust type for a nullable [Episode] would be Option>> instead.","breadcrumbs":"Introduction » Features","id":"1","title":"Features"},"10":{"body":"Most of the work in working with Juniper consists of mapping the GraphQL type system to the Rust types our application uses. Juniper provides some convenient abstractions making this process as painless as possible. Find out more in the individual chapters below: Objects Complex fields Context Error handling Field errors Schema errors Generics Interfaces Unions Enums Input objects Scalars","breadcrumbs":"Type system » Type system","id":"10","title":"Type system"},"11":{"body":"GraphQL objects represent a list of named fields, each of which yield a value of a specific type. When declaring a GraphQL schema , most of the time we deal with GraphQL objects , because they are the only place where we actually define the behavior once schema gets executed . There are two ways to define a GraphQL object in Juniper : The easiest way, suitable for trivial cases, is to use the #[derive(GraphQLObject)] attribute on a struct , as described below. The other way, using the #[graphql_object] attribute , is described in the \"Complex fields\" chapter .","breadcrumbs":"Type system » Objects » Objects","id":"11","title":"Objects"},"12":{"body":"While any type in Rust can be exposed as a GraphQL object , the most common one is a struct : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n}\n#\n# fn main() {} This creates a GraphQL object type called Person, with two fields: name of type String!, and age of type Int!. Because of Rust 's type system, everything is exported as non-null by default. TIP : If a nullable field is required, the most obvious way is to use Option. Or Nullable for distinguishing between explicit and implicit nulls .","breadcrumbs":"Type system » Objects » Trivial","id":"12","title":"Trivial"},"13":{"body":"We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the defined GraphQL object type and its fields. Juniper will automatically use associated Rust doc comments as GraphQL descriptions : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// Information about a person.\n#[derive(GraphQLObject)]\nstruct Person { /// The person's full name, including both first and last names. name: String, /// The person's age in years, rounded down. age: i32,\n}\n#\n# fn main() {} If using Rust doc comments is not desired (for example, when we want to keep Rust API docs and GraphQL schema descriptions different), the #[graphql(description = \"...\")] attribute can be used instead, which takes precedence over Rust doc comments : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Documentation","id":"13","title":"Documentation"},"14":{"body":"By default, struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Renaming","id":"14","title":"Renaming"},"15":{"body":"To deprecate a GraphQL object field, either the #[graphql(deprecated = \"...\")] attribute, or Rust's #[deprecated] attribute , should be used: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the `name` field instead.\")] first_name: String, #[deprecated(note = \"Please use the `name` field instead.\")] last_name: String,\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Deprecation","id":"15","title":"Deprecation"},"16":{"body":"By default, all struct fields are included into the generated GraphQL object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(ignore)] password_hash: String, // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference is_banned: bool, // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLObject)] attribute.","breadcrumbs":"Type system » Objects » Ignoring","id":"16","title":"Ignoring"},"17":{"body":"GraphQL object fields can be of any GraphQL type, except input objects . Let's see what it means to build relationships between objects : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(GraphQLObject)]\nstruct House { address: Option, // converted into `String` (`null`able) inhabitants: Vec, // converted into `[Person!]!`\n}\n#\n# fn main() {} Because Person is a valid GraphQL type, we can have a Vec in a struct , and it'll be automatically converted into a list of non-nullable Person objects .","breadcrumbs":"Type system » Objects » Relationships","id":"17","title":"Relationships"},"18":{"body":"Using a plain Rust struct for representing a GraphQL object is easy and trivial but does not cover every case. What if we need to express something non-trivial as a GraphQL field , such as: Calling non-trivial logic while executing the field (like querying database, etc.). Accepting field arguments . Defining a circular GraphQL object , where one of its fields returns the type itself. Using some other (non- struct ) Rust type to represent a GraphQL object . To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block , which turns its methods into GraphQL fields : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} // Defines the `House` GraphQL object.\n#[graphql_object]\nimpl House { // Creates the field `inhabitantWithName(name: String!)`, // returning a `null`able `Person`. fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n}\n#\n# fn main() {} NOTE : To access global data such as database connections or authentication information, a context is used. To learn more about this, see the \"Context\" chapter .","breadcrumbs":"Type system » Objects » Complex fields » Complex fields","id":"18","title":"Complex fields"},"19":{"body":"Though Rust doesn't have the notion of default arguments, GraphQL arguments are able to have default values. These default values are used when a GraphQL operation doesn't specify the argument explicitly. In Juniper , defining a default value for a GraphQL argument is enabled by the #[graphql(default)] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\nimpl Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String { format!(\"{arg1} {arg2}\") }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Complex fields » Default arguments","id":"19","title":"Default arguments"},"2":{"body":"","breadcrumbs":"Introduction » Integrations","id":"2","title":"Integrations"},"20":{"body":"Like with the #[derive(GraphQLObject)] attribute on structs , field names are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention. We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(name = \"PersonObject\")]\nimpl Person { // exposed as `PersonObject` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(rename_all = \"none\")] // disables any renaming\nimpl Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Complex fields » Renaming","id":"20","title":"Renaming"},"21":{"body":"Similarly, GraphQL fields may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; /// This doc comment is visible only in Rust API docs.\n#[graphql_object]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\nimpl Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str { \"\" } #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool { arg } /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool { true } // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool { // has no description in GraphQL schema false }\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Complex fields » Documentation and deprecation","id":"21","title":"Documentation and deprecation"},"22":{"body":"By default, all methods of an impl block are exposed as GraphQL fields . If a method should not be exposed as a GraphQL field , it should be defined in a separate impl block or marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person { name: String, age: i32,\n} #[graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age } #[graphql(ignore)] pub fn hidden_from_graphql(&self) { // whatever goes... } #[graphql(skip)] // ^^^^ alternative naming, up to your preference pub fn also_hidden_from_graphql(&self) { // whatever goes... }\n} impl Person { pub fn not_even_considered_for_graphql(&self) { // whatever goes... }\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_object] attribute.","breadcrumbs":"Type system » Objects » Complex fields » Ignoring","id":"22","title":"Ignoring"},"23":{"body":"Context is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. Let's say that we have a simple Users database in a HashMap: # #![allow(dead_code)]\n# use std::collections::HashMap;\n#\nstruct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n}\n#\n# fn main() {} We would like to define a friends field on User that returns a list of User objects . In order to write such a field we need to query a Database. To accomplish this we must first mark the Database as a valid context type and then assign it to the User object . To gain access to the context in the friends field , we need to specify an argument with the same type as the specified context: # extern crate juniper;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\n#\nstruct Database { users: HashMap,\n} // Mark the `Database` as a valid context type for Juniper.\nimpl juniper::Context for Database {} struct User { id: i32, name: String, friend_ids: Vec,\n} #[graphql_object]\n#[graphql(context = Database)] // assign `Database` as the context type\nimpl User { // Inject the `Database` context by specifying an argument with the // context type: // - the type must be a reference; // - the name of the argument SHOULD be `context` (or `ctx`). fn friends<'db>(&self, context: &'db Database) -> Vec<&'db User> { // ^^^^^^^ or `ctx`, up to your preference self.friend_ids.iter() .map(|id| { context.users.get(&id).expect(\"could not find `User` with ID\") }) .collect() } fn friend<'db>( &self, id: i32, // Alternatively, the context argument may be marked with an attribute, // and thus, named arbitrary. #[graphql(context)] db: &'db Database, // ^^^^^^^ or `ctx`, up to your preference ) -> Option<&'db User> { self.friend_ids.contains(&id).then(|| { db.users.get(&id).expect(\"could not find `User` with ID\") }) } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Context » Context","id":"23","title":"Context"},"24":{"body":"Context cannot be a mutable reference as fields may be resolved concurrently. If something in the context requires a mutable reference, the context type should leverage the interior mutability pattern (e.g. use RwLock, RefCell or similar). For example, when using async runtime with work stealing (like tokio ), which obviously requires thread safety in addition, we will need to use a corresponding async version of RwLock: # extern crate juniper;\n# extern crate tokio;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\nuse tokio::sync::RwLock; struct Database { requested_count: HashMap,\n} // Since we cannot directly implement `juniper::Context`\n// for `RwLock`, we use the newtype idiom.\nstruct DatabaseContext(RwLock); impl juniper::Context for DatabaseContext {} struct User { id: i32, name: String\n} #[graphql_object]\n#[graphql(context = DatabaseContext)]\nimpl User { async fn times_requested<'db>(&self, ctx: &'db DatabaseContext) -> i32 { // Acquire a mutable reference and `.await` if async `RwLock` is used, // which is necessary if context consists of async operations like // querying remote databases. // Obtain base type. let DatabaseContext(db) = ctx; // If context is immutable use `.read()` on `RwLock` instead. let mut db = db.write().await; // Perform a mutable operation. db.requested_count .entry(self.id) .and_modify(|e| *e += 1) .or_insert(1) .clone() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {} TIP : Replace tokio::sync::RwLock with std::sync::RwLock (or similar) if you don't intend to use async resolving.","breadcrumbs":"Type system » Objects » Context » Mutating and mutable references","id":"24","title":"Mutating and mutable references"},"25":{"body":"Error handling in GraphQL can be done in multiple ways. We will cover the two different error handling models mostly used: Implicit field results . Explicit errors backend by GraphQL schema . Choosing the right error handling method depends on the requirements of the application and the concrete error happening. Investigating both approaches is beneficial.","breadcrumbs":"Type system » Objects » Error handling » Error handling","id":"25","title":"Error handling"},"26":{"body":"The first approach (where every error is a field error ) is easier to implement. However, clients won't know what errors may occur and instead will have to infer what happens from the error message . This is brittle and could change over time due to either clients or server changing. Therefore, extensive integration testing between clients and server is required to maintain the implicit contract between the two. Encoding non-critical errors in a GraphQL schema makes the contract between clients and the server explicit. This allows clients to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into a GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Type system » Objects » Error handling » Comparison","id":"26","title":"Comparison"},"27":{"body":"Rust provides two ways of dealing with errors : Result for recoverable errors; panic! for unrecoverable errors. Juniper does not do anything about panicking, it naturally bubbles up to the surrounding code/framework and can be dealt with there. For recoverable errors, Juniper works well with the built-in Result type . You can use the ? operator and things will work as you expect them to: # extern crate juniper;\n# use std::{fs::File, io::Read, path::PathBuf, str};\n# use juniper::{graphql_object, FieldResult};\n#\nstruct Example { filename: PathBuf,\n} #[graphql_object]\nimpl Example { fn contents(&self) -> FieldResult { let mut file = File::open(&self.filename)?; let mut contents = String::new(); file.read_to_string(&mut contents)?; Ok(contents) } fn foo() -> FieldResult> { // Some invalid bytes. let invalid = vec![128, 223]; Ok(Some(str::from_utf8(&invalid)?.to_string())) }\n}\n#\n# fn main() {} FieldResult is an alias for Result , which is the error type all fallible fields must return. By using the ? operator , any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError . TIP : If a custom conversion into a FieldError is needed (to fill up extensions , for example), the IntoFieldError trait should be implemented. NOTE : FieldError s are GraphQL field errors and are not visible in a GraphQL schema in any way.","breadcrumbs":"Type system » Objects » Error handling » Field errors » Field errors","id":"27","title":"Field errors"},"28":{"body":"Juniper 's error behavior conforms to the GraphQL specification . When a field returns an error , the field 's result is replaced by null, and an additional errors object is created at the top level of the response , and the execution is resumed. Let's run the following query against the previous example: { example { contents foo }\n} If str::from_utf8 results in a std::str::Utf8Error, then the following will be returned: { \"data\": { \"example\": { \"contents\": \"\", \"foo\": null } }, \"errors\": [{ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n} Since Non-Null type fields cannot be null , field errors are propagated to be handled by the parent field . If the parent field may be null then it resolves to null , otherwise if it is a Non-Null type , the field error is further propagated to its parent field . For example, with the following query: { example { contents }\n} If the File::open() above results in a std::io::ErrorKind::PermissionDenied, the following ill be returned: { \"data\": null, \"errors\": [{ \"message\": \"Permission denied (os error 13)\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n}","breadcrumbs":"Type system » Objects » Error handling » Field errors » Error payloads, null, and partial errors","id":"28","title":"Error payloads, null, and partial errors"},"29":{"body":"Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait : # #[macro_use] extern crate juniper;\n# use juniper::{graphql_object, FieldError, IntoFieldError, ScalarValue};\n#\nenum CustomError { WhateverNotSet,\n} impl IntoFieldError for CustomError { fn into_field_error(self) -> FieldError { match self { Self::WhateverNotSet => FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[graphql_object]\nimpl Example { fn whatever(&self) -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n}\n#\n# fn main() {} And the specified structured error information will be included into the error's extensions : { \"errors\": [{ \"message\": \"Whatever does not exist\", \"locations\": [{\"line\": 2, \"column\": 4}], \"extensions\": { \"type\": \"NO_WHATEVER\" } }]\n} NOTE : This pattern is particularly useful when it comes to instrumentation of returned field errors with custom error codes or additional diagnostics (like stack traces or tracing IDs).","breadcrumbs":"Type system » Objects » Error handling » Field errors » Additional information","id":"29","title":"Additional information"},"3":{"body":"Juniper provides out-of-the-box integration for some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature : bigdecimal bson chrono , chrono-tz rust_decimal time url uuid","breadcrumbs":"Introduction » Types","id":"3","title":"Types"},"30":{"body":"Rust 's model of errors can be adapted for GraphQL . Rust 's panic is similar to a field error - the whole query is aborted and nothing can be extracted (except for error related information). Not all errors require this strict handling. Recoverable or partial errors can be put into a GraphQL schema , so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two classes: Critical errors that cannot be fixed by clients (e.g. a database error). Recoverable errors that can be fixed by clients (e.g. invalid input data). Critical errors are returned from resolvers as field errors (from the previous chapter ). Recoverable errors are part of a GraphQL schema and can be handled gracefully by clients. Similar to Rust , GraphQL allows similar error models with unions (see \"Unions\" chapter ).","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Schema errors","id":"30","title":"Schema errors"},"31":{"body":"In this example, basic input validation is implemented with GraphQL types . Strings are used to identify the problematic field name. Errors for a particular field are also returned as a string . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".into(), message: \"between 10 and 100\".into(), }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".into(), message: \"between 1 and 10\".into(), }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n}\n#\n# fn main() {} Each function may have a different return type and depending on the input parameters a new result type may be required. For example, adding a User would require a new result type containing the variant Ok(User)instead of Ok(Item). NOTE : In this example the returned string contains a server-side localized error message. However, it is also possible to return a unique string identifier and have the client present a localized string to its users. The client can send a mutation request and handle the resulting errors in the following manner: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} NOTE : A useful side effect of this approach is to have partially successful queries or mutations. If one resolver fails, the results of the successful resolvers are not discarded.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Simple","id":"31","title":"Example: Simple"},"32":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL type system to describe the errors more precisely. For each fallible input argument we create a field in a GraphQL object . The field is set if the validation for that particular argument fails. # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut error = ValidationError { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n}\n#\n# fn main() {} NOTE : We will likely want some kind of code generation to reduce repetition as the number of types required is significantly larger than before. Each resolver function has a custom ValidationResult which contains only fields provided by the function. So, all the expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client: { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex","id":"32","title":"Example: Complex"},"33":{"body":"Our examples so far have only included non-critical errors. Providing errors inside a GraphQL schema still allows us to return unexpected critical errors when they occur. In the following example, a theoretical database could fail and would generate errors. Since it is not common for a database to fail, the corresponding error is returned as a critical error : # extern crate juniper;\n# use juniper::{graphql_object, graphql_value, FieldError, GraphQLObject, GraphQLUnion, ScalarValue};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> FieldError { match self { Self::Database => FieldError::new( \"Internal database error\", graphql_value!({\"type\": \"DATABASE\"}), ), } }\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> Result { let mut error = ValidationErrorItem { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex with critical errors","id":"33","title":"Example: Complex with critical errors"},"34":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Shopify API","id":"34","title":"Example: Shopify API"},"35":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects . However, any Rust type can be exposed a GraphQL object . Using Result-like enums can be a useful way of reporting validation errors from a mutation: # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} enum SignUpResult { Ok(User), Error(Vec),\n} #[graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match self { Self::Ok(user) => Some(user), Self::Error(_) => None, } } fn error(&self) -> Option<&[ValidationError]> { match self { Self::Ok(_) => None, Self::Error(errs) => Some(errs.as_slice()) } }\n}\n#\n# fn main() {} Here, we use an enum to decide whether a client's input data is valid or not, and it could be used as the result of e.g. a signUp mutation: { mutation { signUp(name: \"wrong\") { user { name } error { field message } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Non-struct objects","id":"35","title":"Example: Non-struct objects"},"36":{"body":"Yet another point where GraphQL and Rust differs is in how generics work: In Rust , almost any type could be generic - that is, take type parameters. In GraphQL , there are only two generic types: lists and non-nullables . This poses a restriction on what we can expose in GraphQL from Rust : no generic structs can be exposed - all type parameters must be bound. For example, we cannot expose Result as a GraphQL type , but we can expose Result as a GraphQL type . Let's make a slightly more compact but generic implementation of the last schema error example : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String, } #[derive(GraphQLObject)] struct ForumPost { title: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} struct MutationResult(Result>); #[graphql_object]\n#[graphql(name = \"UserResult\")]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n} #[graphql_object]\n#[graphql(name = \"ForumPostResult\")]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n}\n#\n# fn main() {} Here, we've made a wrapper around a Result and exposed some concrete instantiations of Result as distinct GraphQL objects . NOTE : The reason we needed the wrapper is of Rust 's orphan rules (both the Result and Juniper 's internal traits are from third-party sources). NOTE : Because we're using generics, we also need to specify a name for our instantiated GraphQL types . Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name . And, also, two different GraphQL types cannot have the same MutationResult name, inferred by default.","breadcrumbs":"Type system » Objects » Generics » Generics","id":"36","title":"Generics"},"37":{"body":"GraphQL interfaces represent a list of named fields and their arguments . GraphQL objects and interfaces can then implement these interfaces which requires that the implementing type will define all fields defined by those interfaces . GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust , unfortunately, has no concept that maps perfectly to them. The nearest analogue of GraphQL interfaces are Rust traits , but the main difference is that in GraphQL an interface type serves both as an abstraction and a boxed value (dispatchable to concrete implementers) , while in Rust , a trait is an abstraction only , and to represent such a boxed value a separate type is required , like a trait object or an enum consisting of implementer types, because Rust trait doesn't represent a type itself, and so, can have no values. Another notable difference is that GraphQL interfaces are more like structurally-typed contracts: they only declare a list of fields a GraphQL type should already have. Rust traits , on the other hand, are type classes , which don't really care about existing methods, but, rather, require to provide implementations for required methods despite the fact whether the type already has such methods or not. This difference makes the trait implementation not a good fit for expressing a GraphQL interface implementation, because we don't really need to implement any fields , the GraphQL type implementing a GraphQL interface has those fields already. We only need to check that fields' signatures match . That's why Juniper takes the following approach to represent GraphQL interfaces , which consists of two parts: Either a struct , or a trait (in case fields have arguments ), which acts only as a blueprint describing the required list of fields , and is not used in runtime at all. An auto-generated enum , representing a dispatchable value-type for the GraphQL interfaces , which may be referred and returned by other fields . This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)] : # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface, GraphQLObject};\n#\n// By default a `CharacterValue` enum is generated by macro to represent\n// values of this GraphQL interface.\n#[derive(GraphQLInterface)]\n#[graphql(for = Human)] // enumerating all implementers is mandatory\nstruct Character { id: String,\n} // Using a trait to describe the required fields is fine too. #[graphql_interface]\n#[graphql(enum = HasHomeEnum, for = Human)]\n// ^^^^ the generated value-type enum can be renamed, if required\ntrait HasHome { fn home_planet(&self) -> &str;\n} #[derive(GraphQLObject)]\n#[graphql(impl = [CharacterValue, HasHomeEnum])] // ^^^^^^^^^^^^^^ ^^^^^^^^^^^\n// Notice the enum type names, neither the trait name nor the struct name\n// is used to refer the GraphQL interface.\nstruct Human { id: String, // also resolves `Character.id` field home_planet: String, // also resolves `HasHome.homePlanet` field\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces","id":"37","title":"Interfaces"},"38":{"body":"GraphQL allows implementing interfaces on other interfaces in addition to objects : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } // As `String` and `&str` aren't distinguished by GraphQL spec and // represent the same `!String` GraphQL scalar, we can use them // interchangeably. The same is applied for `Cow<'a, str>`. // ⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄ fn home_planet() -> &'static str { \"Tatooine\" }\n}\n#\n# fn main() {} NOTE : Every interface has to specify all other interfaces / objects it implements or implemented for. Missing one of for = or impl = attribute arguments is a compile-time error . # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\npub struct ObjA { id: String,\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\n// ^^^^^^^^^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: missing interface // reference in implementer's `impl` attribute.'\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces implementing other interfaces","id":"38","title":"Interfaces implementing other interfaces"},"39":{"body":"GraphQL allows implementers (both objects and other interfaces ) to return \"subtypes\" instead of an original value. Basically, this allows to impose additional bounds on the implementation. Valid \"subtypes\" are: interface implementer instead of an interface itself: I implements T in place of a T; Vec in place of a Vec. non-null value in place of a nullable: T in place of a Option; Vec in place of a Vec>. These rules are recursively applied, so Vec> is a valid \"subtype\" of a Option>>>>. Also, GraphQL allows implementers to add nullable field arguments , which aren't present on an original interface. # extern crate juniper;\n# use juniper::{graphql_interface, graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(for = HumanConnectionValue)]\nstruct Connection { nodes: Vec,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = ConnectionValue)]\nstruct HumanConnection { nodes: Vec, // ^^^^^^^^^^ notice not `NodeValue` // This can happen, because every `Human` is a `Node` too, so we just // impose additional bounds, which still can be resolved with // `... on Connection { nodes }` syntax.\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } fn home_planet(language: Option) -> &'static str { // ^^^^^^^^^^^^^^ // Notice additional `null`able field argument, which is missing on // `Human`. Resolving `...on Human { homePlanet }` will provide `None` // for this argument (default argument value). match language.as_deref() { None | Some(\"en\") => \"Tatooine\", Some(\"ko\") => \"타투인\", _ => unimplemented!(), } }\n}\n#\n# fn main() {} NOTE : Violating GraphQL \"subtyping\" or additional nullable argument rules is a compile-time error . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface};\n#\npub struct ObjA { id: String,\n} #[graphql_object]\n#[graphql(impl = CharacterValue)]\nimpl ObjA { fn id(&self, is_present: bool) -> &str {\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: Argument // `isPresent` of type `Boolean!` isn't present on the interface and so has\n// to be nullable.' is_present.then_some(&self.id).unwrap_or(\"missing\") }\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {} # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\n#[graphql(impl = CharacterValue)]\npub struct ObjA { id: Vec,\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: // implementer is expected to return a subtype of interface's return\n// object: `[String!]!` is not a subtype of `String!`.' } #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Subtyping and additional nullable arguments","id":"39","title":"Subtyping and additional nullable arguments"},"4":{"body":"actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ( juniper_hyper crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate)","breadcrumbs":"Introduction » Web server frameworks","id":"4","title":"Web server frameworks"},"40":{"body":"Similarly to GraphQL object fields , GraphQL arguments of interfaces are able to have default values, though Rust doesn't have such notion: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\ntrait Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String;\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Default arguments","id":"40","title":"Default arguments"},"41":{"body":"Just as with defining GraphQL objects , by default, fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\n#[graphql(name = \"CharacterInterface\")]\nstruct Character { // exposed as `CharacterInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] renamed_field: bool, // exposed as `myCustomFieldName` in GraphQL schema\n} #[graphql_interface]\n#[graphql(name = \"PersonInterface\")]\ntrait Person { // exposed as `PersonInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\n#[graphql(rename_all = \"none\")] // disables any renaming\ntrait Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Interfaces » Renaming","id":"41","title":"Renaming"},"42":{"body":"Similarly, GraphQL fields of interfaces may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n/// This doc comment is visible only in Rust API docs.\n#[graphql_interface]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\ntrait Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str; #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool; /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool; // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool; // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL interface / object fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Interfaces » Documentation and deprecation","id":"42","title":"Documentation and deprecation"},"43":{"body":"By default, all struct fields or trait methods are considered as GraphQL fields . If a helper method is needed, or it should be ignored for some reason, then it should be marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use std::marker::PhantomPinned;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\nstruct Character { id: i32, #[graphql(ignore)] _pin: PhantomPinned,\n} #[graphql_interface]\ntrait Person { fn name(&self) -> &str; fn age(&self) -> i32; #[graphql(ignore)] fn hidden_from_graphql(&self) { // Ignored methods are allowed to have a default implementation! } #[graphql(skip)] // ^^^^ alternative naming, up to your preference fn also_hidden_from_graphql(&self);\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_interface] attribute.","breadcrumbs":"Type system » Interfaces » Ignoring","id":"43","title":"Ignoring"},"44":{"body":"GraphQL unions represent an object that could be one of a list of GraphQL object types, but provides for no guaranteed fields between those types. They also differ from interfaces in that object types declare what interfaces they implement, but are not aware of what unions contain them. From the server's point of view, GraphQL unions are somewhat similar to interfaces : the main difference is that they don't contain fields on their own, and so, we only need to represent a value, dispatchable into concrete objects . Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums . In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them: # extern crate derive_more;\n# extern crate juniper;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\n// ^^^^ only for convenience, and may be omitted\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Unions » Unions","id":"44","title":"Unions"},"45":{"body":"Just as with renaming GraphQL objects , we can override the default union name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n#[derive(GraphQLUnion)]\n#[graphql(name = \"CharacterUnion\")]\nenum Character { // exposed as `CharacterUnion` in GraphQL schema Human(Human), Droid(Droid),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special names aside from the ones provided by objects themselves, and so, obviously, cannot be renamed .","breadcrumbs":"Type system » Unions » Renaming","id":"45","title":"Renaming"},"46":{"body":"Similarly to documenting GraphQL objects , we can document a GraphQL union via #[graphql(description = \"...\")] attribute or Rust doc comments : # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n/// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions.\n#[derive(GraphQLUnion)]\nenum Character { /// This doc comment is visible only in Rust API docs. Human(Human), /// This doc comment is visible only in Rust API docs. Droid(Droid),\n} /// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLUnion)]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\n// ^^^^^^^^^^^ or `desc` shortcut, up to your preference\nenum Person { /// This doc comment is visible only in Rust API docs. Human(Human),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special constructors aside from the provided objects directly, and so, cannot be documented , but rather reuse object descriptions \"as is\".","breadcrumbs":"Type system » Unions » Documentation","id":"46","title":"Documentation"},"47":{"body":"In some rare situations we may want to omit exposing an enum variant in a GraphQL schema . Similarly to GraphQL enums , we can just annotate the variant with the #[graphql(ignore)] attribute. As an example, let's consider the situation where we need to bind some type parameter T for doing interesting type-level stuff in our resolvers. To achieve this we need to have PhantomData, but we don't want it exposed in the GraphQL schema. # extern crate derive_more;\n# extern crate juniper;\n# use std::marker::PhantomData;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\nenum Character { Human(Human), Droid(Droid), #[from(ignore)] #[graphql(ignore)] // ^^^^^^ or `skip`, up to your preference _State(PhantomData),\n}\n#\n# fn main() {} WARNING : It's the library user's responsibility to ensure that ignored enum variant is never returned from resolvers, otherwise resolving the GraphQL query will panic in runtime . TIP : See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.","breadcrumbs":"Type system » Unions » Ignoring","id":"47","title":"Ignoring"},"48":{"body":"GraphQL enum types, like scalar types, also represent leaf values in a GraphQL type system. However enum types describe the set of possible values. Enums are not references for a numeric value, but are unique values in their own right. They may serialize as a string: the name of the represented value. With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Enums » Enums","id":"48","title":"Enums"},"49":{"body":"By default, enum variants are converted from Rust 's standard PascalCase naming convention into GraphQL 's SCREAMING_SNAKE_CASE convention: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, // exposed as `NEW_HOPE` in GraphQL schema Empire, // exposed as `EMPIRE` in GraphQL schema Jedi, // exposed as `JEDI` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(name = \"WrongEpisode\")] // now exposed as `WrongEpisode` in GraphQL schema\nenum Episode { #[graphql(name = \"LAST_HOPE\")] NewHope, // exposed as `LAST_HOPE` in GraphQL schema Empire, Jedi,\n}\n#\n# fn main() {} Or provide a different renaming policy for all the enum variants: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nenum Episode { NewHope, // exposed as `NewHope` in GraphQL schema Empire, // exposed as `Empire` in GraphQL schema Jedi, // exposed as `Jedi` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Enums » Renaming","id":"49","title":"Renaming"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"Introduction » API stability","id":"5","title":"API stability"},"50":{"body":"Just like when defining GraphQL objects , the GraphQL enum type and its values could be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLEnum)]\n#[graphql(description = \"An episode of Star Wars\")]\nenum StarWarsEpisode { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] NewHope, /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"Arguably the best one in the trilogy.\")] // ^^^^ shortcut for a `description` argument Empire, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. Jedi, #[deprecated(note = \"Only visible in Rust.\")] #[graphql(deprecated = \"We don't really talk about this one.\")] // ^^^^^^^^^^ takes precedence over Rust's `#[deprecated]` attribute ThePhantomMenace, // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Enums » Documentation and deprecation","id":"50","title":"Documentation and deprecation"},"51":{"body":"By default, all enum variants are included in the generated GraphQL enum type as values. To prevent including a specific variant, annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi, #[graphql(ignore)] Legends(T), // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference CloneWars(T), // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.","breadcrumbs":"Type system » Enums » Ignoring","id":"51","title":"Ignoring"},"52":{"body":"Fields may accept arguments to configure their behavior. These inputs are often scalars or enums , but they sometimes need to represent more complex values. A GraphQL input object defines a set of input fields; the input fields are either scalars , enums , or other input objects . This allows arguments to accept arbitrarily complex structs. In Juniper , defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct : # #![allow(unused_variables)]\n# extern crate juniper;\n# use juniper::{graphql_object, GraphQLInputObject, GraphQLObject};\n#\n#[derive(GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(GraphQLObject)] struct User { name: String } #[graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Input objects » Input objects","id":"52","title":"Input objects"},"53":{"body":"Just as with defining GraphQL objects , by default struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Input objects » Renaming","id":"53","title":"Renaming"},"54":{"body":"Similarly, GraphQL descriptions may be provided by either using Rust doc comments or with the #[graphql(description = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {} NOTE : As of October 2021 GraphQL specification , GraphQL input object 's fields cannot be deprecated .","breadcrumbs":"Type system » Input objects » Documentation","id":"54","title":"Documentation"},"55":{"body":"By default, all struct fields are included into the generated GraphQL input object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: WARNING : Ignored fields must either implement Default or be annotated with the #[graphql(default = )] argument. # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\nenum System { Cartesian,\n} #[derive(GraphQLInputObject)]\nstruct Point2D { x: f64, y: f64, #[graphql(ignore, default = System::Cartesian)] // ^^^^^^^^^^^^^^^^^^^^^^^^^^^ // This attribute is required, as we need to be able to construct // a `Point2D` value from the `{ x: 0.0, y: 0.0 }` GraphQL input value, // received from client-side. system: System, // `Default::default()` value is used, if no // `#[graphql(default = )]` is specified. #[graphql(skip)] // ^^^^ alternative naming, up to your preference shift: f64, }\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.","breadcrumbs":"Type system » Input objects » Ignoring","id":"55","title":"Ignoring"},"56":{"body":"GraphQL scalars represent primitive leaf values in a GraphQL type system: numbers, strings, and booleans.","breadcrumbs":"Type system » Scalars » Scalars","id":"56","title":"Scalars"},"57":{"body":"Juniper provides support for all the built-in scalars . Rust types GraphQL scalar bool Boolean i32 Int f64 Float String, &str String juniper::ID ID NOTE : ID scalar is defined in the GraphQL spec as a type that is serialized as a string, but can be parsed from both a string and an integer. TIP : There is no built-in support for i64, u64, or other Rust integer types, as the GraphQL spec doesn't define any built-in scalars for them by default. Instead, to be supported, they should be defined as custom scalars in a GraphQL schema .","breadcrumbs":"Type system » Scalars » Built-in","id":"57","title":"Built-in"},"58":{"body":"We can create custom scalars for other primitive values, but they are still limited in the data types for representation , and only introduce additional semantic meaning. This, also, often requires coordination with the client library, intended to consume the API we're building. Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases ).","breadcrumbs":"Type system » Scalars » Custom","id":"58","title":"Custom"},"59":{"body":"Quite often, we want to create a custom GraphQL scalar type by just wrapping an existing one, inheriting all its behavior. In Rust , this is often called as \"newtype pattern\" . This may be achieved by providing a #[graphql(transparent)] attribute to the definition: # extern crate juniper;\n# use juniper::{graphql_scalar, GraphQLScalar};\n#\n#[derive(GraphQLScalar)]\n#[graphql(transparent)]\npub struct UserId(i32); // Using `#[graphql_scalar]` attribute here makes no difference, and is fully\n// interchangeable with `#[derive(GraphQLScalar)]`. It's only up to the // personal preference - which one to use.\n#[graphql_scalar]\n#[graphql(transparent)]\npub struct MessageId { value: i32,\n}\n#\n# fn main() {} That's it, now the UserId and MessageId scalars can be used in GraphQL schema . We may also customize the definition, to provide more information about our custom scalar in GraphQL schema : # extern crate juniper;\n# use juniper::GraphQLScalar;\n#\n/// You can use a Rust doc comment to specify a description in GraphQL schema.\n#[derive(GraphQLScalar)]\n#[graphql( transparent, // Overwrite the name of this type in the GraphQL schema. name = \"MyUserId\", // Specifying a type description via attribute takes precedence over the // Rust doc comment, which allows to separate Rust API docs from GraphQL // schema descriptions, if required. description = \"Actual description.\", // Optional specification URL. specified_by_url = \"https://tools.ietf.org/html/rfc4122\",\n)]\npub struct UserId(String);\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Transparent delegation","id":"59","title":"Transparent delegation"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper . Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file.","breadcrumbs":"Quickstart » Quickstart","id":"6","title":"Quickstart"},"60":{"body":"In case we need to customize resolving of a custom GraphQL scalar value (change the way it gets executed), the #[graphql(to_output_with = )] attribute is the way to do so: # extern crate juniper;\n# use juniper::{GraphQLScalar, ScalarValue, Value};\n#\n#[derive(GraphQLScalar)]\n#[graphql(to_output_with = to_output, transparent)]\nstruct Incremented(i32); /// Increments [`Incremented`] before converting into a [`Value`].\nfn to_output(v: &Incremented) -> Value { let inc = v.0 + 1; Value::from(inc)\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Resolving","id":"60","title":"Resolving"},"61":{"body":"Customization of a custom GraphQL scalar value parsing is possible via #[graphql(from_input_with = )] attribute: # extern crate juniper;\n# use juniper::{GraphQLScalar, InputValue, ScalarValue};\n#\n#[derive(GraphQLScalar)]\n#[graphql(from_input_with = Self::from_input, transparent)]\nstruct UserId(String); impl UserId { /// Checks whether the [`InputValue`] is a [`String`] beginning with `id: ` /// and strips it. fn from_input(input: &InputValue) -> Result where S: ScalarValue { input.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {input}\")) .and_then(|str| { str.strip_prefix(\"id: \") .ok_or_else(|| { format!( \"Expected `UserId` to begin with `id: `, \\ found: {input}\", ) }) }) .map(|id| Self(id.to_owned())) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Input value parsing","id":"61","title":"Input value parsing"},"62":{"body":"Customization of which tokens a custom GraphQL scalar type should be parsed from, is possible via #[graphql(parse_token_with = )] or #[graphql(parse_token()] attributes: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( to_output_with = to_output, from_input_with = from_input, parse_token_with = parse_token,\n)]\n// ^^^^^^^^^^^^^^^^ Can be replaced with `parse_token(String, i32)`, which\n// tries to parse as `String` first, and then as `i32` if\n// prior fails.\nenum StringOrInt { String(String), Int(i32),\n} fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), }\n} fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\"))\n} fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult { >::from_str(value) .or_else(|_| >::from_str(value))\n}\n#\n# fn main() {} NOTE : Once we provide all 3 custom functions, there is no sense to follow newtype pattern anymore, as nothing left to inherit.","breadcrumbs":"Type system » Scalars » Token parsing","id":"62","title":"Token parsing"},"63":{"body":"Instead of providing all custom functions separately, it's possible to provide a module holding the appropriate to_output(), from_input() and parse_token() functions via #[graphql(with = )] attribute: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql(with = string_or_int)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } pub(super) fn parse_token(t: ScalarToken<'_>) -> ParseScalarResult { >::from_str(t) .or_else(|_| >::from_str(t)) }\n}\n#\n# fn main() {} A regular impl block is also suitable for that: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n// #[graphql(with = Self)] <- default behaviour, so can be omitted\nenum StringOrInt { String(String), Int(i32),\n} impl StringOrInt { fn to_output(&self) -> Value { match self { Self::String(s) => Value::scalar(s.to_owned()), Self::Int(i) => Value::scalar(*i), } } fn from_input(v: &InputValue) -> Result where S: ScalarValue { v.as_string_value() .map(|s| Self::String(s.into())) .or_else(|| v.as_int_value().map(Self::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult where S: ScalarValue { >::from_str(value) .or_else(|_| >::from_str(value)) }\n}\n#\n# fn main() {} At the same time, any custom function still may be specified separately, if required: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ScalarValue,\n# ScalarToken, Value\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( with = string_or_int, parse_token(String, i32)\n)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value where S: ScalarValue, { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result where S: ScalarValue, { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } // No need in `parse_token()` function.\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.","breadcrumbs":"Type system » Scalars » Full behavior","id":"63","title":"Full behavior"},"64":{"body":"For implementing custom scalars on foreign types there is #[graphql_scalar] attribute. NOTE : To satisfy orphan rules , we should provide a local ScalarValue implementation. # extern crate juniper;\n# mod date {\n# pub struct Date;\n# impl std::str::FromStr for Date {\n# type Err = String;\n#\n# fn from_str(_value: &str) -> Result { # unimplemented!()\n# }\n# }\n#\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# }\n#\n# use juniper::DefaultScalarValue as CustomScalarValue;\nuse juniper::{graphql_scalar, InputValue, ScalarValue, Value}; #[graphql_scalar( with = date_scalar, parse_token(String), scalar = CustomScalarValue,\n)]\n// ^^^^^^^^^^^^^^^^^ local `ScalarValue` implementation\ntype Date = date::Date;\n// ^^^^^^^^^^ type from another crate mod date_scalar { use super::*; pub(super) fn to_output(v: &Date) -> Value { Value::scalar(v.to_string()) } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {v}\")) .and_then(|s| s.parse().map_err(|e| format!(\"Failed to parse `Date`: {e}\"))) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Foreign","id":"64","title":"Foreign"},"65":{"body":"Juniper provides out-of-the-box GraphQL scalar implementations for some very common Rust crates. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature . Rust type GraphQL scalar Cargo feature BigDecimal BigDecimal bigdecimal bson::oid::ObjectId ObjectId bson bson::DateTime UtcDateTime bson chrono::NaiveDate Date chrono chrono::NaiveTime LocalTime chrono chrono::NaiveDateTime LocalDateTime chrono chrono::DateTime DateTime chrono chrono_tz::Tz TimeZone chrono-tz Decimal Decimal rust_decimal time::Date Date time time::Time LocalTime time time::PrimitiveDateTime LocalDateTime time time::OffsetDateTime DateTime time time::UtcOffset UtcOffset time Url Url url Uuid Uuid uuid","breadcrumbs":"Type system » Scalars » Supported out-of-the-box","id":"65","title":"Supported out-of-the-box"},"66":{"body":"Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file. GraphQL schema consists of three object types : a query root , a mutation root , and a subscription root . The query root operation type must be provided and must be an Object type. The mutation root operation type is optional; if it is not provided, the service does not support mutations. If it is provided, it must be an Object type. Similarly, the subscription root operation type is also optional; if it is not provided, the service does not support subscriptions. If it is provided, it must be an Object type. The query , mutation , and subscription root types must all be different types if provided. In Juniper , the RootNode type represents a schema . When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema . Both query and mutation objects are regular GraphQL objects , defined like any other object in Juniper . The mutation and subscription objects, however, are optional, since schemas can be read-only and do not require subscriptions . TIP : If mutation / subscription functionality is not needed, consider using the predefined EmptyMutation / EmptySubscription types for stubbing them in a RootNode . # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptySubscription, FieldResult, GraphQLObject, RootNode,\n# };\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} struct Query; #[graphql_object]\nimpl Query { fn user_with_username(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} struct Mutation; #[graphql_object]\nimpl Mutation { fn sign_up_user(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} type Schema = RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {} NOTE : It's considered a good practice to name query , mutation , and subscription root types as Query, Mutation, and Subscription respectively. The usage of subscriptions is a little different from the mutation and query objects , so they are discussed in the separate chapter .","breadcrumbs":"Schema » Schema","id":"66","title":"Schema"},"67":{"body":"Many tools in GraphQL ecosystem require a schema definition to operate on. With Juniper we can export our GraphQL schema defined in Rust code either represented in the GraphQL schema language or in JSON .","breadcrumbs":"Schema » Export","id":"67","title":"Export"},"68":{"body":"To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature): # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, FieldResult, RootNode,\n# };\n#\nstruct Query; #[graphql_object]\nimpl Query { fn hello(&self) -> FieldResult<&str> { Ok(\"hello world\") }\n} fn main() { // Define our schema in Rust. let schema = RootNode::new( Query, EmptyMutation::<()>::new(), EmptySubscription::<()>::new(), ); // Convert the Rust schema into the GraphQL SDL schema. let result = schema.as_sdl(); let expected = \"\\\nschema { query: Query\n} type Query { hello: String!\n}\n\";\n# #[cfg(not(target_os = \"windows\"))] assert_eq!(result, expected);\n}","breadcrumbs":"Schema » SDL (schema definition language)","id":"68","title":"SDL (schema definition language)"},"69":{"body":"To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema , which result can be serialized into JSON : # extern crate juniper;\n# extern crate serde_json;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, GraphQLObject,\n# IntrospectionFormat, RootNode,\n# };\n#\n#[derive(GraphQLObject)]\nstruct Example { id: String,\n} struct Query; #[graphql_object]\nimpl Query { fn example(id: String) -> Example { unimplemented!() }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &(), IntrospectionFormat::default(), ).unwrap(); // Serialize the introspection result into JSON. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n} TIP : We still can convert the generated JSON into a GraphQL schema language representation by using tools like graphql-json-to-sdl command line utility .","breadcrumbs":"Schema » JSON","id":"69","title":"JSON"},"7":{"body":"[dependencies]\njuniper = \"0.16.0\"","breadcrumbs":"Quickstart » Installation","id":"7","title":"Installation"},"70":{"body":"GraphQL subscriptions are a way to push data from a server to clients requesting real-time messages from a server. Subscriptions are similar to queries in that they specify a set of fields to be delivered to a client, but instead of immediately returning a single answer a result is sent every time a particular event happens on a server. In order to execute subscriptions in Juniper , we need a coordinator (spawning long-lived connections) and a GraphQL object with fields resolving into a Stream of elements which will then be returned to a client. The juniper_subscriptions crate provides a default implementation of these abstractions. The subscription root is just a GraphQL object , similar to the query root and mutations root that we define for operations in our GraphQL schema . For subscriptions all fields should be async and return a Stream of some GraphQL type values, rather than direct values. # extern crate futures;\n# extern crate juniper;\n# use std::pin::Pin;\n# use futures::Stream;\n# use juniper::{graphql_object, graphql_subscription, FieldError};\n#\n# #[derive(Clone)]\n# pub struct Database;\n#\n# impl juniper::Context for Database {}\n#\n# pub struct Query;\n#\n# #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\ntype StringStream = Pin> + Send>>; pub struct Subscription; #[graphql_subscription]\n#[graphql(context = Database)]\nimpl Subscription { // This subscription operation emits two values sequentially: // the `String`s \"Hello\" and \"World!\". async fn hello_world() -> StringStream { let stream = futures::stream::iter([ Ok(String::from(\"Hello\")), Ok(String::from(\"World!\")), ]); Box::pin(stream) }\n}\n#\n# fn main () {}","breadcrumbs":"Schema » Subscriptions » Subscriptions","id":"70","title":"Subscriptions"},"71":{"body":"GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks . This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits. The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription . Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator . The subscribe method returns a Future resolving into a Result, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails. # extern crate futures;\n# extern crate juniper;\n# extern crate juniper_subscriptions;\n# extern crate serde_json;\n# use std::pin::Pin;\n# use futures::{Stream, StreamExt as _};\n# use juniper::{\n# http::GraphQLRequest,\n# graphql_object, graphql_subscription, # DefaultScalarValue, EmptyMutation, FieldError, # RootNode, SubscriptionCoordinator,\n# };\n# use juniper_subscriptions::Coordinator;\n# # #[derive(Clone)]\n# pub struct Database;\n# # impl juniper::Context for Database {}\n# # impl Database {\n# fn new() -> Self {\n# Self\n# }\n# }\n# # pub struct Query;\n# # #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\n# type StringStream = Pin> + Send>>;\n#\n# pub struct Subscription;\n# # #[graphql_subscription]\n# #[graphql(context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream = futures::stream::iter([\n# Ok(String::from(\"Hello\")), # Ok(String::from(\"World!\")),\n# ]);\n# Box::pin(stream)\n# }\n# }\n#\ntype Schema = RootNode<'static, Query, EmptyMutation, Subscription>; fn schema() -> Schema { Schema::new(Query, EmptyMutation::new(), Subscription)\n} async fn run_subscription() { let schema = schema(); let coordinator = Coordinator::new(schema); let db = Database::new(); let req: GraphQLRequest = serde_json::from_str( r#\"{ \"query\": \"subscription { helloWorld }\" }\"#, ).unwrap(); let mut conn = coordinator.subscribe(&req, &db).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n}\n#\n# fn main() {}","breadcrumbs":"Schema » Subscriptions » Coordinator","id":"71","title":"Coordinator"},"72":{"body":"For information about serving GraphQL subscriptions over WebSocket , see the \"Serving\" chapter .","breadcrumbs":"Schema » Subscriptions » WebSocket","id":"72","title":"WebSocket"},"73":{"body":"The schema introspection system is accessible from the meta-fields __schema and __type which are accessible from the type of the root of a query operation. __schema: __Schema!\n__type(name: String!): __Type Like all meta-fields, these are implicit and do not appear in the fields list in the root type of the query operation. GraphQL provides introspection , allowing to see what queries , mutations and subscriptions a GraphQL server supports at runtime. Because introspection queries are just regular GraphQL queries , Juniper supports them natively. For example, to get all the names of the types supported, we could execute the following query against Juniper : { __schema { types { name } }\n}","breadcrumbs":"Schema » Introspection » Introspection","id":"73","title":"Introspection"},"74":{"body":"Disabling introspection in production is a widely debated topic, but we believe it’s one of the first things you can do to harden your GraphQL API in production. Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method: # extern crate juniper;\n# use juniper::{\n# graphql_object, graphql_vars, EmptyMutation, EmptySubscription, GraphQLError,\n# RootNode,\n# };\n#\npub struct Query; #[graphql_object]\nimpl Query { fn some() -> bool { true }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { let schema = Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()) .disable_introspection(); let query = \"query { __schema { queryType { name } } }\"; match juniper::execute_sync(query, None, &schema, &graphql_vars! {}, &()) { Err(GraphQLError::ValidationError(errs)) => { assert_eq!( errs.first().unwrap().message(), \"GraphQL introspection is not allowed, but the operation contained `__schema`\", ); } res => panic!(\"expected `ValidationError`, returned: {res:#?}\"), }\n} NOTE : Attempt to execute an introspection query results in validation error, rather than execution error.","breadcrumbs":"Schema » Introspection » Disabling","id":"74","title":"Disabling"},"75":{"body":"Once we have built a GraphQL schema , the next obvious step would be to serve it, so clients can interact with our GraphQL API. Usually, GraphQL APIs are served via HTTP .","breadcrumbs":"Serving » Serving","id":"75","title":"Serving"},"76":{"body":"Though the juniper crate doesn't provide a built-in HTTP server, the surrounding ecosystem does.","breadcrumbs":"Serving » Web server frameworks","id":"76","title":"Web server frameworks"},"77":{"body":"Juniper officially supports the following widely used and adopted web server frameworks in Rust ecosystem: actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ([juniper_hyper] crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate) See their API docs and usage examples (accessible from API docs) for further details of how they should be used. NOTE : All the officially supported web server framework integrations provide a simple and convenient way for exposing GraphiQL and/or GraphQL Playground with the GraphQL schema along. These powerful tools ease the development process by enabling you to explore and send client requests to the GraphQL API under development.","breadcrumbs":"Serving » Officially supported","id":"77","title":"Officially supported"},"78":{"body":"NOTE : WebSocket is a crucial part for serving GraphQL subscriptions over HTTP . There are two widely adopted protocols for serving GraphQL over WebSocket : Legacy graphql-ws GraphQL over WebSocket Protocol , formerly used by Apollo and the subscriptions-transport-ws npm package , and now being deprecated. New graphql-transport-ws GraphQL over WebSocket Protocol , provided by the graphql-ws npm package and being used by Apollo as for now. In the Juniper ecosystem, both implementations are provided by the juniper_graphql_ws crate. Most of the officially supported web server framework integrations are able to serve a GraphQL schema over WebSocket (including subscriptions ) and even support auto-negotiation of the correct protocol based on the Sec-Websocket-Protocol HTTP header value . See their API docs and usage examples (accessible from API docs) for further details of how to do so.","breadcrumbs":"Serving » WebSocket","id":"78","title":"WebSocket"},"79":{"body":"The GraphQL standard generally assumes that there will be one server request per each client operation to perform (such as a query or mutation). This is conceptually simple but potentially inefficient. Some client libraries (such as apollo-link-batch-http ) have the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs , though, that should be considered before batching operations . Juniper 's server integration crates support batching multiple operations in a single HTTP request out-of-the-box via JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. NOTE : If you use a custom server integration, it's not a hard requirement to support batching , as it's not a part of the official GraphQL specification . Assuming an integration supports operations batching , for the following GraphQL query: { hero { name }\n} The JSON data to POST for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be in the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} However, if we want to run the same query twice in a single HTTP request, the batched JSON data to POST would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And then, the response would be in the following array form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Serving » Batching » Batching","id":"79","title":"Batching"},"8":{"body":"Exposing simple enums and structs as GraphQL types is just a matter of adding a custom derive attribute to them. Juniper includes support for basic Rust types that naturally map to GraphQL features, such as Option, Vec, Box, Arc, String, f64, i32, references, slices and arrays. For more advanced mappings, Juniper provides multiple macros to map your Rust types to a GraphQL schema . The most important one is the #[graphql_object] attribute that is used for declaring a GraphQL object with resolvers (typically used for declaring Query and Mutation roots ). # # ![allow(unused_variables)]\n# extern crate juniper;\n#\n# use std::fmt::Display;\n#\nuse juniper::{ graphql_object, EmptySubscription, FieldResult, GraphQLEnum, GraphQLInputObject, GraphQLObject, ScalarValue,\n};\n#\n# struct DatabasePool;\n# impl DatabasePool {\n# fn get_connection(&self) -> FieldResult { Ok(DatabasePool) }\n# fn find_human(&self, _id: &str) -> FieldResult { Err(\"\")? }\n# fn insert_human(&self, _human: &NewHuman) -> FieldResult { Err(\"\")? }\n# } #[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(GraphQLObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct Human { id: String, name: String, appears_in: Vec, home_planet: String,\n} // There is also a custom derive for mapping GraphQL input objects.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct NewHuman { name: String, appears_in: Vec, home_planet: String,\n} // Now, we create our root `Query` and `Mutation` types with resolvers by using // the `#[graphql_object]` attribute. // Resolvers can have a context that allows accessing shared state like a // database pool.\nstruct Context { // Use your real database pool here. db: DatabasePool,\n} // To make our `Context` usable by `juniper`, we have to implement a marker // trait.\nimpl juniper::Context for Context {} struct Query; // Here we specify the context type for the object.\n// We need to do this in every type that needs access to the `Context`.\n#[graphql_object]\n#[graphql(context = Context)]\nimpl Query { // Note, that the field name will be automatically converted to the // `camelCased` variant, just as GraphQL conventions imply. fn api_version() -> &'static str { \"1.0\" } fn human( // Arguments to resolvers can either be simple scalar types, enums or // input objects. id: String, // To gain access to the `Context`, we specify a `context`-named // argument referring the correspondent `Context` type, and `juniper` // will inject it automatically. context: &Context, ) -> FieldResult { // Get a `db` connection. let conn = context.db.get_connection()?; // Execute a `db` query. // Note the use of `?` to propagate errors. let human = conn.find_human(&id)?; // Return the result. Ok(human) }\n} // Now, we do the same for our `Mutation` type. struct Mutation; #[graphql_object]\n#[graphql( context = Context, // If we need to use `ScalarValue` parametrization explicitly somewhere // in the object definition (like here in `FieldResult`), we could // declare an explicit type parameter for that, and specify it. scalar = S: ScalarValue + Display,\n)]\nimpl Mutation { fn create_human( new_human: NewHuman, context: &Context, ) -> FieldResult { let db = context.db.get_connection().map_err(|e| e.map_scalar_value())?; let human: Human = db.insert_human(&new_human).map_err(|e| e.map_scalar_value())?; Ok(human) }\n} // Root schema consists of a query, a mutation, and a subscription.\n// Request queries can be executed against a `RootNode`.\ntype Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {\n# _ = Schema::new(Query, Mutation, EmptySubscription::new());\n# } Now we have a very simple but functional schema for a GraphQL server! To actually serve the schema , see the guides for our various server integrations .","breadcrumbs":"Quickstart » Schema","id":"8","title":"Schema"},"80":{"body":"The chapters below cover some more advanced topics. Implicit and explicit null N+1 problem DataLoader Look-ahead Eager loading","breadcrumbs":"Advanced Topics » Advanced topics","id":"80","title":"Advanced topics"},"81":{"body":"GraphQL has two semantically different ways to represent the lack of a value: Explicitly providing the literal value: null . Implicitly not providing a value at all. There are two ways that a client can submit a null value as an argument or a field in a GraphQL query: Either use an explicit null literal: { field(arg: null)\n} Or simply omit the argument , so the implicit default null value kicks in: { field\n} There are some situations where it's useful to know which one exactly has been provided. For example, let's say we have a function that allows users to perform a \"patch\" operation on themselves. Let's say our users can optionally have favorite and least favorite numbers, and the input for that might look like this: /// Updates user attributes. Fields that are [`None`] are left as-is.\nstruct UserPatch { /// If [`Some`], updates the user's favorite number. favorite_number: Option>, /// If [`Some`], updates the user's least favorite number. least_favorite_number: Option>,\n}\n#\n# fn main() {} To set a user's favorite number to 7, we would set favorite_number to Some(Some(7)). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: 7 }) } To unset the user's favorite number, we would set favorite_number to Some(None). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: null }) } And if we want to leave the user's favorite number alone, just set it to None. In GraphQL , that might look like this: mutation { patchUser(patch: {}) } The last two cases rely on being able to distinguish between explicit and implicit null . Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper , this can be done using the Nullable type: # extern crate juniper;\nuse juniper::{graphql_object, FieldResult, GraphQLInputObject, Nullable}; #[derive(GraphQLInputObject)]\nstruct UserPatchInput { favorite_number: Nullable, least_favorite_number: Nullable,\n} impl From for UserPatch { fn from(input: UserPatchInput) -> Self { Self { // The `explicit()` function transforms the `Nullable` into an // `Option>` as expected by the business logic layer. favorite_number: input.favorite_number.explicit(), least_favorite_number: input.least_favorite_number.explicit(), } }\n} # struct UserPatch {\n# favorite_number: Option>,\n# least_favorite_number: Option>,\n# }\n#\n# struct Session;\n# impl Session {\n# fn patch_user(&self, _patch: UserPatch) -> FieldResult<()> { Ok(()) }\n# }\n#\nstruct Context { session: Session,\n}\nimpl juniper::Context for Context {} struct Mutation; #[graphql_object]\n#[graphql(context = Context)]\nimpl Mutation { fn patch_user(patch: UserPatchInput, ctx: &Context) -> FieldResult { ctx.session.patch_user(patch.into())?; Ok(true) }\n}\n#\n# fn main() {}","breadcrumbs":"Advanced Topics » Implicit and explicit null » Implicit and explicit null","id":"81","title":"Implicit and explicit null"},"82":{"body":"A common issue with GraphQL server implementations is how the resolvers query their datasource. With a naive and straightforward approach we quickly run into the N+1 problem, resulting in a large number of unnecessary database queries or HTTP requests. # extern crate anyhow;\n# extern crate juniper;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\n#[derive(GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(self.cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{}`\", self.cult_id)) }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository)]\nimpl Query { async fn persons(#[graphql(ctx)] repo: &Repository) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons repo.load_all_persons().await }\n} Let's say we want to list a bunch of cults persons were in: query { persons { id name cult { id name } }\n} Once the persons list has been resolved , a separate SQL query is run to find the cult of each Person. We can see how this could quickly become a problem. SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 3;\nSELECT id, name FROM cults WHERE id = 4;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\n-- and so on... There are several ways how this problem may be resolved in Juniper . The most common ones are: DataLoader Look-ahead machinery Eager loading","breadcrumbs":"Advanced Topics » N+1 problem » N+1 problem","id":"82","title":"N+1 problem"},"83":{"body":"DataLoader pattern, named after the correspondent dataloader NPM package , represents a mechanism of batching and caching data requests in a delayed manner for solving the N+1 problem . A port of the \"Loader\" API originally developed by @schrockn at Facebook in 2010 as a simplifying force to coalesce the sundry key-value store back-end APIs which existed at the time. At Facebook, \"Loader\" became one of the implementation details of the \"Ent\" framework, a privacy-aware data entity loading and caching layer within web server product code. This ultimately became the underpinning for Facebook's GraphQL server implementation and type definitions. In Rust ecosystem, DataLoader pattern is introduced with the dataloader crate , naturally usable with Juniper . Let's remake our example of N+1 problem , so it's solved by applying the DataLoader pattern: # extern crate anyhow;\n# extern crate dataloader;\n# extern crate juniper;\n# use std::{collections::HashMap, sync::Arc};\n# use anyhow::anyhow;\n# use dataloader::non_cached::Loader;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl Repository {\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\nstruct Context { repo: Repository, cult_loader: CultLoader,\n} impl juniper::Context for Context {} #[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct CultBatcher { repo: Repository,\n} // Since `BatchFn` doesn't provide any notion of fallible loading, like // `try_load()` returning `Result, E>`, we handle possible\n// errors as loaded values and unpack them later in the resolver.\nimpl dataloader::BatchFn>> for CultBatcher { async fn load( &mut self, cult_ids: &[CultId], ) -> HashMap>> { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) match self.repo.load_cults_by_ids(cult_ids).await { Ok(found_cults) => { found_cults.into_iter().map(|(id, cult)| (id, Ok(cult))).collect() } // One could choose a different strategy to deal with fallible loads, // like consider values that failed to load as absent, or just panic. // See cksac/dataloader-rs#35 for details: // https://github.com/cksac/dataloader-rs/issues/35 Err(e) => { // Since `anyhow::Error` doesn't implement `Clone`, we have to // work around here. let e = Arc::new(e); cult_ids.iter().map(|k| (k.clone(), Err(e.clone()))).collect() } } }\n} type CultLoader = Loader>, CultBatcher>; fn new_cult_loader(repo: Repository) -> CultLoader { CultLoader::new(CultBatcher { repo }) // Usually a `Loader` will coalesce all individual loads which occur // within a single frame of execution before calling a `BatchFn::load()` // with all the collected keys. However, sometimes this behavior is not // desirable or optimal (perhaps, a request is expected to be spread out // over a few subsequent ticks). // A larger yield count will allow more keys to be appended to the batch, // but will wait longer before the actual load. For more details see: // https://github.com/cksac/dataloader-rs/issues/12 // https://github.com/graphql/dataloader#batch-scheduling .with_yield_count(100)\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Context)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, ctx: &Context) -> anyhow::Result { ctx.cult_loader // Here, we don't run the `CultBatcher::load()` eagerly, but rather // only register the `self.cult_id` value in the `cult_loader` and // wait for other concurrent resolvers to do the same. // The actual batch loading happens once all the resolvers register // their IDs and there is nothing more to execute. .try_load(self.cult_id) .await // The outer error is the `io::Error` returned by `try_load()` if // no value is present in the `HashMap` for the specified // `self.cult_id`, meaning that there is no `Cult` with such ID // in the `Repository`. .map_err(|_| anyhow!(\"No cult exists for ID `{}`\", self.cult_id))? // The inner error is the one returned by the `CultBatcher::load()` // if the `Repository::load_cults_by_ids()` fails, meaning that // running the SQL query failed. .map_err(|arc_err| anyhow!(\"{arc_err}\")) }\n} struct Query; #[graphql_object]\n#[graphql(context = Context)]\nimpl Query { async fn persons(ctx: &Context) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons ctx.repo.load_all_persons().await }\n} fn main() { } And now, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » DataLoader","id":"83","title":"DataLoader"},"84":{"body":"dataloader::cached provides a memoization cache: after BatchFn::load() is called once with given keys, the resulting values are cached to eliminate redundant loads. DataLoader caching does not replace Redis , Memcached , or any other shared application-level cache. DataLoader is first and foremost a data loading mechanism, and its cache only serves the purpose of not repeatedly loading the same data in the context of a single request . WARNING : A DataLoader should be created per-request to avoid risk of bugs where one client is able to load cached/batched data from another client outside its authenticated scope. Creating a DataLoader within an individual resolver will prevent batching from occurring and will nullify any benefits of it.","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Caching","id":"84","title":"Caching"},"85":{"body":"For a full example using DataLoaders in Juniper check out the jayy-lmao/rust-graphql-docker repository .","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Full example","id":"85","title":"Full example"},"86":{"body":"In backtracking algorithms, look ahead is the generic term for a subprocedure that attempts to foresee the effects of choosing a branching variable to evaluate one of its values. The two main aims of look-ahead are to choose a variable to evaluate next and to choose the order of values to assign to it. In GraphQL , look-ahead machinery allows us to introspect the currently executed GraphQL operation to see which fields has been actually selected by it. In Juniper , it's represented by the Executor::look_ahead() method. # extern crate juniper;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type UserId = i32;\n#\n#[derive(GraphQLObject)]\nstruct Person { id: UserId, name: String,\n} struct Query; #[graphql_object]\n// NOTICE: Specifying `ScalarValue` as custom named type parameter,\n// so its name is similar to the one used in methods.\n#[graphql(scalar = S: ScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, (), S>) -> Vec { // Let's see which `Person`'s fields were selected in the client query. for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n} TIP : S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue , which is the default ScalarValue type for the Executor , and make our code more ergonomic, but less flexible and generic. # extern crate juniper;\n# use juniper::{graphql_object, DefaultScalarValue, Executor, GraphQLObject};\n#\n# type UserId = i32;\n#\n# #[derive(GraphQLObject)]\n# struct Person {\n# id: UserId,\n# name: String,\n# }\n#\n# struct Query;\n#\n#[graphql_object]\n#[graphql(scalar = DefaultScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, ()>) -> Vec { for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n}","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Look-ahead","id":"86","title":"Look-ahead"},"87":{"body":"Naturally, look-ahead machinery allows us to solve the N+1 problem by introspecting the requested fields and performing loading in batches eagerly, before actual resolving of those fields: # extern crate anyhow;\n# extern crate juniper;\n# use std::collections::HashMap;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n# # enum Either {\n# Absent(L),\n# Loaded(R), # }\n#\n#[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult: Either,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { match &self.cult { Either::Loaded(cult) => Ok(cult.clone()), Either::Absent(cult_id) => { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(*cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\")) } } }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository, scalar = S: ScalarValue)]\nimpl Query { async fn persons( #[graphql(ctx)] repo: &Repository, executor: &Executor<'_, '_, Repository, S>, ) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons let mut persons = repo.load_all_persons().await?; // If the `Person.cult` field has been requested. if executor.look_ahead() .children() .iter() .any(|sel| sel.field_original_name() == \"cult\") { // Gather `Cult.id`s to load eagerly. let cult_ids = persons .iter() .filter_map(|p| { match &p.cult { Either::Absent(cult_id) => Some(*cult_id), // If for some reason a `Cult` is already loaded, // then just skip it. Either::Loaded(_) => None, } }) .collect::>(); // Load the necessary `Cult`s eagerly. // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) let cults = repo.load_cults_by_ids(&cult_ids).await?; // Populate `persons` with the loaded `Cult`s, so they do not perform // any SQL queries on resolving. for p in &mut persons { let Either::Absent(cult_id) = &p.cult else { continue; }; p.cult = Either::Loaded( cults.get(cult_id) .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\"))? .clone(), ); } } Ok(persons) }\n} And so, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » N+1 problem","id":"87","title":"N+1 problem"},"88":{"body":"See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » More features","id":"88","title":"More features"},"89":{"body":"As a further evolution of the dealing with the N+1 problem via look-ahead , we may systematically remodel Rust types mapping to GraphQL ones in the way to encourage doing eager preloading of data for its fields and using the already preloaded data when resolving a particular field . At the moment, this approach is represented with the juniper-eager-loading crate for Juniper . NOTE : Since this library requires juniper-from-schema , it's best first to become familiar with it. From \"How this library works at a high level\" and \"A real example\" sections of juniper-eager-loading documentation:","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » Eager loading","id":"89","title":"Eager loading"},"9":{"body":"Juniper is a library that can be used in many contexts: it doesn't require a server, nor it has a dependency on a particular transport or serialization format. You can invoke the juniper::execute() directly to get a result for a GraphQL query: # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper;\nuse juniper::{ graphql_object, graphql_value, EmptyMutation, EmptySubscription, GraphQLEnum, Variables, }; #[derive(GraphQLEnum, Clone, Copy)]\nenum Episode { // Note, that the enum value will be automatically converted to the // `SCREAMING_SNAKE_CASE` variant, just as GraphQL conventions imply. NewHope, Empire, Jedi,\n} // Arbitrary context data.\nstruct Ctx(Episode); impl juniper::Context for Ctx {} struct Query; #[graphql_object]\n#[graphql(context = Ctx)]\nimpl Query { fn favorite_episode(context: &Ctx) -> Episode { context.0 }\n} type Schema = juniper::RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Create a context. let ctx = Ctx(Episode::NewHope); // Run the execution. let (res, _errors) = juniper::execute_sync( \"query { favoriteEpisode }\", None, &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &Variables::new(), &ctx, ).unwrap(); assert_eq!( res, graphql_value!({ \"favoriteEpisode\": \"NEW_HOPE\", }), );\n}","breadcrumbs":"Quickstart » Execution","id":"9","title":"Execution"},"90":{"body":"If you have a GraphQL type like this type User { id: Int! country: Country!\n} You might create the corresponding Rust model type like this: struct User { id: i32, country_id: i32,\n} However this approach has one big issue. How are you going to resolve the field User.country without doing a database query? All the resolver has access to is a User with a country_id field. It can't get the country without loading it from the database... Fundamentally these kinds of model structs don't work for eager loading with GraphQL. So this library takes a different approach. What if we created separate structs for the database models and the GraphQL models? Something like this: # fn main() {}\n#\nmod models { pub struct User { id: i32, country_id: i32 } pub struct Country { id: i32, }\n} struct User { user: models::User, country: HasOne,\n} struct Country { country: models::Country\n} enum HasOne { Loaded(T), NotLoaded,\n} Now we're able to resolve the query with code like this: Load all the users (first query). Map the users to a list of country ids. Load all the countries with those ids (second query). Pair up the users with the country with the correct id, so change User.country from HasOne::NotLoaded to HasOne::Loaded(matching_country). When resolving the GraphQL field User.country simply return the loaded country.","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » How this library works at a high level","id":"90","title":"How this library works at a high level"},"91":{"body":"use juniper::{Executor, FieldResult};\nuse juniper_eager_loading::{prelude::*, EagerLoading, HasOne};\nuse juniper_from_schema::graphql_schema;\nuse std::error::Error; // Define our GraphQL schema.\ngraphql_schema! { schema { query: Query } type Query { allUsers: [User!]! @juniper(ownership: \"owned\") } type User { id: Int! country: Country! } type Country { id: Int! }\n} // Our model types.\nmod models { use std::error::Error; use juniper_eager_loading::LoadFrom; #[derive(Clone)] pub struct User { pub id: i32, pub country_id: i32 } #[derive(Clone)] pub struct Country { pub id: i32, } // This trait is required for eager loading countries. // It defines how to load a list of countries from a list of ids. // Notice that `Context` is generic and can be whatever you want. // It will normally be your Juniper context which would contain // a database connection. impl LoadFrom for Country { type Error = Box; type Context = super::Context; fn load( employments: &[i32], field_args: &(), ctx: &Self::Context, ) -> Result, Self::Error> { // ... # unimplemented!() } }\n} // Our sample database connection type.\npub struct DbConnection; impl DbConnection { // Function that will load all the users. fn load_all_users(&self) -> Vec { // ... # unimplemented!() }\n} // Our Juniper context type which contains a database connection.\npub struct Context { db: DbConnection,\n} impl juniper::Context for Context {} // Our GraphQL user type.\n// `#[derive(EagerLoading)]` takes care of generating all the boilerplate code.\n#[derive(Clone, EagerLoading)]\n// You need to set the context and error type.\n#[eager_loading( context = Context, error = Box, // These match the default so you wouldn't have to specify them model = models::User, id = i32, root_model_field = user,\n)]\npub struct User { // This user model is used to resolve `User.id` user: models::User, // Setup a \"has one\" association between a user and a country. // // We could also have used `#[has_one(default)]` here. #[has_one( foreign_key_field = country_id, root_model_field = country, graphql_field = country, )] country: HasOne,\n} // And the GraphQL country type.\n#[derive(Clone, EagerLoading)]\n#[eager_loading(context = Context, error = Box)]\npub struct Country { country: models::Country,\n} // The root query GraphQL type.\npub struct Query; impl QueryFields for Query { // The resolver for `Query.allUsers`. fn field_all_users( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, User, Walked>, ) -> FieldResult> { let ctx = executor.context(); // Load the model users. let user_models = ctx.db.load_all_users(); // Turn the model users into GraphQL users. let mut users = User::from_db_models(&user_models); // Perform the eager loading. // `trail` is used to only eager load the fields that are requested. Because // we're using `QueryTrail`s from \"juniper_from_schema\" it would be a compile // error if we eager loaded associations that aren't requested in the query. User::eager_load_all_children_for_each(&mut users, &user_models, ctx, trail)?; Ok(users) }\n} impl UserFields for User { fn field_id( &self, executor: &Executor<'_, Context>, ) -> FieldResult<&i32> { Ok(&self.user.id) } fn field_country( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, Country, Walked>, ) -> FieldResult<&Country> { // This will unwrap the country from the `HasOne` or return an error if the // country wasn't loaded, or wasn't found in the database. 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is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools. Juniper is a library for creating GraphQL servers in Rust . Build type-safe and fast API servers with minimal boilerplate and configuration (we do try to make declaring and resolving GraphQL schemas as convenient as Rust will allow). Juniper doesn't include a web server itself, instead, it provides building blocks to make integration with existing web servers straightforward. It optionally provides a pre-built integration for some widely used web server frameworks in Rust ecosystem. Cargo crate API reference","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification (October 2021) . NOTE : As an exception to other GraphQL libraries for other languages, Juniper builds non-null types by default. A field of type Vec will be converted into [Episode!]!. The corresponding Rust type for a nullable [Episode] would be Option>> instead.","breadcrumbs":"Introduction » Features","id":"1","title":"Features"},"10":{"body":"Most of the work in working with Juniper consists of mapping the GraphQL type system to the Rust types our application uses. Juniper provides some convenient abstractions making this process as painless as possible. Find out more in the individual chapters below: Objects Complex fields Context Error handling Field errors Schema errors Generics Interfaces Unions Enums Input objects Scalars","breadcrumbs":"Type system » Type system","id":"10","title":"Type system"},"11":{"body":"GraphQL objects represent a list of named fields, each of which yield a value of a specific type. When declaring a GraphQL schema , most of the time we deal with GraphQL objects , because they are the only place where we actually define the behavior once schema gets executed . There are two ways to define a GraphQL object in Juniper : The easiest way, suitable for trivial cases, is to use the #[derive(GraphQLObject)] attribute on a struct , as described below. The other way, using the #[graphql_object] attribute , is described in the \"Complex fields\" chapter .","breadcrumbs":"Type system » Objects » Objects","id":"11","title":"Objects"},"12":{"body":"While any type in Rust can be exposed as a GraphQL object , the most common one is a struct : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n}\n#\n# fn main() {} This creates a GraphQL object type called Person, with two fields: name of type String!, and age of type Int!. Because of Rust 's type system, everything is exported as non-null by default. TIP : If a nullable field is required, the most obvious way is to use Option. Or Nullable for distinguishing between explicit and implicit nulls .","breadcrumbs":"Type system » Objects » Trivial","id":"12","title":"Trivial"},"13":{"body":"We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the defined GraphQL object type and its fields. Juniper will automatically use associated Rust doc comments as GraphQL descriptions : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// Information about a person.\n#[derive(GraphQLObject)]\nstruct Person { /// The person's full name, including both first and last names. name: String, /// The person's age in years, rounded down. age: i32,\n}\n#\n# fn main() {} If using Rust doc comments is not desired (for example, when we want to keep Rust API docs and GraphQL schema descriptions different), the #[graphql(description = \"...\")] attribute can be used instead, which takes precedence over Rust doc comments : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Documentation","id":"13","title":"Documentation"},"14":{"body":"By default, struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Renaming","id":"14","title":"Renaming"},"15":{"body":"To deprecate a GraphQL object field, either the #[graphql(deprecated = \"...\")] attribute, or Rust's #[deprecated] attribute , should be used: # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the `name` field instead.\")] first_name: String, #[deprecated(note = \"Please use the `name` field instead.\")] last_name: String,\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Deprecation","id":"15","title":"Deprecation"},"16":{"body":"By default, all struct fields are included into the generated GraphQL object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(ignore)] password_hash: String, // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference is_banned: bool, // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLObject)] attribute.","breadcrumbs":"Type system » Objects » Ignoring","id":"16","title":"Ignoring"},"17":{"body":"GraphQL object fields can be of any GraphQL type, except input objects . Let's see what it means to build relationships between objects : # extern crate juniper;\n# use juniper::GraphQLObject;\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(GraphQLObject)]\nstruct House { address: Option, // converted into `String` (`null`able) inhabitants: Vec, // converted into `[Person!]!`\n}\n#\n# fn main() {} Because Person is a valid GraphQL type, we can have a Vec in a struct , and it'll be automatically converted into a list of non-nullable Person objects .","breadcrumbs":"Type system » Objects » Relationships","id":"17","title":"Relationships"},"18":{"body":"Using a plain Rust struct for representing a GraphQL object is easy and trivial but does not cover every case. What if we need to express something non-trivial as a GraphQL field , such as: Calling non-trivial logic while executing the field (like querying database, etc.). Accepting field arguments . Defining a circular GraphQL object , where one of its fields returns the type itself. Using some other (non- struct ) Rust type to represent a GraphQL object . To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block , which turns its methods into GraphQL fields : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} // Defines the `House` GraphQL object.\n#[graphql_object]\nimpl House { // Creates the field `inhabitantWithName(name: String!)`, // returning a `null`able `Person`. fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n}\n#\n# fn main() {} NOTE : To access global data such as database connections or authentication information, a context is used. To learn more about this, see the \"Context\" chapter .","breadcrumbs":"Type system » Objects » Complex fields » Complex fields","id":"18","title":"Complex fields"},"19":{"body":"Though Rust doesn't have the notion of default arguments, GraphQL arguments are able to have default values. These default values are used when a GraphQL operation doesn't specify the argument explicitly. In Juniper , defining a default value for a GraphQL argument is enabled by the #[graphql(default)] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\nimpl Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String { format!(\"{arg1} {arg2}\") }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Complex fields » Default arguments","id":"19","title":"Default arguments"},"2":{"body":"","breadcrumbs":"Introduction » Integrations","id":"2","title":"Integrations"},"20":{"body":"Like with the #[derive(GraphQLObject)] attribute on structs , field names are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention. We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(name = \"PersonObject\")]\nimpl Person { // exposed as `PersonObject` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; #[graphql_object]\n#[graphql(rename_all = \"none\")] // disables any renaming\nimpl Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool { renamed_argument }\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Objects » Complex fields » Renaming","id":"20","title":"Renaming"},"21":{"body":"Similarly, GraphQL fields may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person; /// This doc comment is visible only in Rust API docs.\n#[graphql_object]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\nimpl Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str { \"\" } #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool { arg } /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool { true } // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool { // has no description in GraphQL schema false }\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Objects » Complex fields » Documentation and deprecation","id":"21","title":"Documentation and deprecation"},"22":{"body":"By default, all methods of an impl block are exposed as GraphQL fields . If a method should not be exposed as a GraphQL field , it should be defined in a separate impl block or marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::graphql_object;\n#\nstruct Person { name: String, age: i32,\n} #[graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age } #[graphql(ignore)] pub fn hidden_from_graphql(&self) { // whatever goes... } #[graphql(skip)] // ^^^^ alternative naming, up to your preference pub fn also_hidden_from_graphql(&self) { // whatever goes... }\n} impl Person { pub fn not_even_considered_for_graphql(&self) { // whatever goes... }\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_object] attribute.","breadcrumbs":"Type system » Objects » Complex fields » Ignoring","id":"22","title":"Ignoring"},"23":{"body":"Context is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. Let's say that we have a simple Users database in a HashMap: # #![allow(dead_code)]\n# use std::collections::HashMap;\n#\nstruct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n}\n#\n# fn main() {} We would like to define a friends field on User that returns a list of User objects . In order to write such a field we need to query a Database. To accomplish this we must first mark the Database as a valid context type and then assign it to the User object . To gain access to the context in the friends field , we need to specify an argument with the same type as the specified context: # extern crate juniper;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\n#\nstruct Database { users: HashMap,\n} // Mark the `Database` as a valid context type for Juniper.\nimpl juniper::Context for Database {} struct User { id: i32, name: String, friend_ids: Vec,\n} #[graphql_object]\n#[graphql(context = Database)] // assign `Database` as the context type\nimpl User { // Inject the `Database` context by specifying an argument with the // context type: // - the type must be a reference; // - the name of the argument SHOULD be `context` (or `ctx`). fn friends<'db>(&self, context: &'db Database) -> Vec<&'db User> { // ^^^^^^^ or `ctx`, up to your preference self.friend_ids.iter() .map(|id| { context.users.get(&id).expect(\"could not find `User` with ID\") }) .collect() } fn friend<'db>( &self, id: i32, // Alternatively, the context argument may be marked with an attribute, // and thus, named arbitrary. #[graphql(context)] db: &'db Database, // ^^^^^^^ or `ctx`, up to your preference ) -> Option<&'db User> { self.friend_ids.contains(&id).then(|| { db.users.get(&id).expect(\"could not find `User` with ID\") }) } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Context » Context","id":"23","title":"Context"},"24":{"body":"Context cannot be a mutable reference as fields may be resolved concurrently. If something in the context requires a mutable reference, the context type should leverage the interior mutability pattern (e.g. use RwLock, RefCell or similar). For example, when using async runtime with work stealing (like tokio ), which obviously requires thread safety in addition, we will need to use a corresponding async version of RwLock: # extern crate juniper;\n# extern crate tokio;\n# use std::collections::HashMap;\n# use juniper::graphql_object;\nuse tokio::sync::RwLock; struct Database { requested_count: HashMap,\n} // Since we cannot directly implement `juniper::Context`\n// for `RwLock`, we use the newtype idiom.\nstruct DatabaseContext(RwLock); impl juniper::Context for DatabaseContext {} struct User { id: i32, name: String\n} #[graphql_object]\n#[graphql(context = DatabaseContext)]\nimpl User { async fn times_requested<'db>(&self, ctx: &'db DatabaseContext) -> i32 { // Acquire a mutable reference and `.await` if async `RwLock` is used, // which is necessary if context consists of async operations like // querying remote databases. // Obtain base type. let DatabaseContext(db) = ctx; // If context is immutable use `.read()` on `RwLock` instead. let mut db = db.write().await; // Perform a mutable operation. db.requested_count .entry(self.id) .and_modify(|e| *e += 1) .or_insert(1) .clone() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n}\n#\n# fn main() {} TIP : Replace tokio::sync::RwLock with std::sync::RwLock (or similar) if you don't intend to use async resolving.","breadcrumbs":"Type system » Objects » Context » Mutating and mutable references","id":"24","title":"Mutating and mutable references"},"25":{"body":"Error handling in GraphQL can be done in multiple ways. We will cover the two different error handling models mostly used: Implicit field results . Explicit errors backend by GraphQL schema . Choosing the right error handling method depends on the requirements of the application and the concrete error happening. Investigating both approaches is beneficial.","breadcrumbs":"Type system » Objects » Error handling » Error handling","id":"25","title":"Error handling"},"26":{"body":"The first approach (where every error is a field error ) is easier to implement. However, clients won't know what errors may occur and instead will have to infer what happens from the error message . This is brittle and could change over time due to either clients or server changing. Therefore, extensive integration testing between clients and server is required to maintain the implicit contract between the two. Encoding non-critical errors in a GraphQL schema makes the contract between clients and the server explicit. This allows clients to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into a GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Type system » Objects » Error handling » Comparison","id":"26","title":"Comparison"},"27":{"body":"Rust provides two ways of dealing with errors : Result for recoverable errors; panic! for unrecoverable errors. Juniper does not do anything about panicking, it naturally bubbles up to the surrounding code/framework and can be dealt with there. For recoverable errors, Juniper works well with the built-in Result type . You can use the ? operator and things will work as you expect them to: # extern crate juniper;\n# use std::{fs::File, io::Read, path::PathBuf, str};\n# use juniper::{graphql_object, FieldResult};\n#\nstruct Example { filename: PathBuf,\n} #[graphql_object]\nimpl Example { fn contents(&self) -> FieldResult { let mut file = File::open(&self.filename)?; let mut contents = String::new(); file.read_to_string(&mut contents)?; Ok(contents) } fn foo() -> FieldResult> { // Some invalid bytes. let invalid = vec![128, 223]; Ok(Some(str::from_utf8(&invalid)?.to_string())) }\n}\n#\n# fn main() {} FieldResult is an alias for Result , which is the error type all fallible fields must return. By using the ? operator , any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError . TIP : If a custom conversion into a FieldError is needed (to fill up extensions , for example), the IntoFieldError trait should be implemented. NOTE : FieldError s are GraphQL field errors and are not visible in a GraphQL schema in any way.","breadcrumbs":"Type system » Objects » Error handling » Field errors » Field errors","id":"27","title":"Field errors"},"28":{"body":"Juniper 's error behavior conforms to the GraphQL specification . When a field returns an error , the field 's result is replaced by null, and an additional errors object is created at the top level of the response , and the execution is resumed. Let's run the following query against the previous example: { example { contents foo }\n} If str::from_utf8 results in a std::str::Utf8Error, then the following will be returned: { \"data\": { \"example\": { \"contents\": \"\", \"foo\": null } }, \"errors\": [{ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n} Since Non-Null type fields cannot be null , field errors are propagated to be handled by the parent field . If the parent field may be null then it resolves to null , otherwise if it is a Non-Null type , the field error is further propagated to its parent field . For example, with the following query: { example { contents }\n} If the File::open() above results in a std::io::ErrorKind::PermissionDenied, the following ill be returned: { \"data\": null, \"errors\": [{ \"message\": \"Permission denied (os error 13)\", \"locations\": [{\"line\": 2, \"column\": 4}] }]\n}","breadcrumbs":"Type system » Objects » Error handling » Field errors » Error payloads, null, and partial errors","id":"28","title":"Error payloads, null, and partial errors"},"29":{"body":"Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait : # #[macro_use] extern crate juniper;\n# use juniper::{graphql_object, FieldError, IntoFieldError, ScalarValue};\n#\nenum CustomError { WhateverNotSet,\n} impl IntoFieldError for CustomError { fn into_field_error(self) -> FieldError { match self { Self::WhateverNotSet => FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[graphql_object]\nimpl Example { fn whatever(&self) -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n}\n#\n# fn main() {} And the specified structured error information will be included into the error's extensions : { \"errors\": [{ \"message\": \"Whatever does not exist\", \"locations\": [{\"line\": 2, \"column\": 4}], \"extensions\": { \"type\": \"NO_WHATEVER\" } }]\n} NOTE : This pattern is particularly useful when it comes to instrumentation of returned field errors with custom error codes or additional diagnostics (like stack traces or tracing IDs).","breadcrumbs":"Type system » Objects » Error handling » Field errors » Additional information","id":"29","title":"Additional information"},"3":{"body":"Juniper provides out-of-the-box integration for some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature : bigdecimal bson chrono , chrono-tz rust_decimal time url uuid","breadcrumbs":"Introduction » Types","id":"3","title":"Types"},"30":{"body":"Rust 's model of errors can be adapted for GraphQL . Rust 's panic is similar to a field error - the whole query is aborted and nothing can be extracted (except for error related information). Not all errors require this strict handling. Recoverable or partial errors can be put into a GraphQL schema , so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two classes: Critical errors that cannot be fixed by clients (e.g. a database error). Recoverable errors that can be fixed by clients (e.g. invalid input data). Critical errors are returned from resolvers as field errors (from the previous chapter ). Recoverable errors are part of a GraphQL schema and can be handled gracefully by clients. Similar to Rust , GraphQL allows similar error models with unions (see \"Unions\" chapter ).","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Schema errors","id":"30","title":"Schema errors"},"31":{"body":"In this example, basic input validation is implemented with GraphQL types . Strings are used to identify the problematic field name. Errors for a particular field are also returned as a string . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".into(), message: \"between 10 and 100\".into(), }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".into(), message: \"between 1 and 10\".into(), }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n}\n#\n# fn main() {} Each function may have a different return type and depending on the input parameters a new result type may be required. For example, adding a User would require a new result type containing the variant Ok(User)instead of Ok(Item). NOTE : In this example the returned string contains a server-side localized error message. However, it is also possible to return a unique string identifier and have the client present a localized string to its users. The client can send a mutation request and handle the resulting errors in the following manner: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} NOTE : A useful side effect of this approach is to have partially successful queries or mutations. If one resolver fails, the results of the successful resolvers are not discarded.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Simple","id":"31","title":"Example: Simple"},"32":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL type system to describe the errors more precisely. For each fallible input argument we create a field in a GraphQL object . The field is set if the validation for that particular argument fails. # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> GraphQLResult { let mut error = ValidationError { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n}\n#\n# fn main() {} NOTE : We will likely want some kind of code generation to reduce repetition as the number of types required is significantly larger than before. Each resolver function has a custom ValidationResult which contains only fields provided by the function. So, all the expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client: { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex","id":"32","title":"Example: Complex"},"33":{"body":"Our examples so far have only included non-critical errors. Providing errors inside a GraphQL schema still allows us to return unexpected critical errors when they occur. In the following example, a theoretical database could fail and would generate errors. Since it is not common for a database to fail, the corresponding error is returned as a critical error : # extern crate juniper;\n# use juniper::{graphql_object, graphql_value, FieldError, GraphQLObject, GraphQLUnion, ScalarValue};\n#\n#[derive(GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> FieldError { match self { Self::Database => FieldError::new( \"Internal database error\", graphql_value!({\"type\": \"DATABASE\"}), ), } }\n} pub struct Mutation; #[graphql_object]\nimpl Mutation { fn add_item(&self, name: String, quantity: i32) -> Result { let mut error = ValidationErrorItem { name: None, quantity: None, }; if !(10 <= name.len() && name.len() <= 100) { error.name = Some(\"between 10 and 100\".into()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".into()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Complex with critical errors","id":"33","title":"Example: Complex with critical errors"},"34":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Shopify API","id":"34","title":"Example: Shopify API"},"35":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects . However, any Rust type can be exposed a GraphQL object . Using Result-like enums can be a useful way of reporting validation errors from a mutation: # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} enum SignUpResult { Ok(User), Error(Vec),\n} #[graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match self { Self::Ok(user) => Some(user), Self::Error(_) => None, } } fn error(&self) -> Option<&[ValidationError]> { match self { Self::Ok(_) => None, Self::Error(errs) => Some(errs.as_slice()) } }\n}\n#\n# fn main() {} Here, we use an enum to decide whether a client's input data is valid or not, and it could be used as the result of e.g. a signUp mutation: { mutation { signUp(name: \"wrong\") { user { name } error { field message } } }\n}","breadcrumbs":"Type system » Objects » Error handling » Schema errors » Example: Non-struct objects","id":"35","title":"Example: Non-struct objects"},"36":{"body":"Yet another point where GraphQL and Rust differs is in how generics work: In Rust , almost any type could be generic - that is, take type parameters. In GraphQL , there are only two generic types: lists and non-nullables . This poses a restriction on what we can expose in GraphQL from Rust : no generic structs can be exposed - all type parameters must be bound. For example, we cannot expose Result as a GraphQL type , but we can expose Result as a GraphQL type . Let's make a slightly more compact but generic implementation of the last schema error example : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLObject};\n#\n#[derive(GraphQLObject)] struct User { name: String, } #[derive(GraphQLObject)] struct ForumPost { title: String,\n} #[derive(GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} struct MutationResult(Result>); #[graphql_object]\n#[graphql(name = \"UserResult\")]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n} #[graphql_object]\n#[graphql(name = \"ForumPostResult\")]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&[ValidationError]> { self.0.as_ref().err().map(Vec::as_slice) }\n}\n#\n# fn main() {} Here, we've made a wrapper around a Result and exposed some concrete instantiations of Result as distinct GraphQL objects . NOTE : The reason we needed the wrapper is of Rust 's orphan rules (both the Result and Juniper 's internal traits are from third-party sources). NOTE : Because we're using generics, we also need to specify a name for our instantiated GraphQL types . Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name . And, also, two different GraphQL types cannot have the same MutationResult name, inferred by default.","breadcrumbs":"Type system » Objects » Generics » Generics","id":"36","title":"Generics"},"37":{"body":"GraphQL interfaces represent a list of named fields and their arguments . GraphQL objects and interfaces can then implement these interfaces which requires that the implementing type will define all fields defined by those interfaces . GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust , unfortunately, has no concept that maps perfectly to them. The nearest analogue of GraphQL interfaces are Rust traits , but the main difference is that in GraphQL an interface type serves both as an abstraction and a boxed value (dispatchable to concrete implementers) , while in Rust , a trait is an abstraction only , and to represent such a boxed value a separate type is required , like a trait object or an enum consisting of implementer types, because Rust trait doesn't represent a type itself, and so, can have no values. Another notable difference is that GraphQL interfaces are more like structurally-typed contracts: they only declare a list of fields a GraphQL type should already have. Rust traits , on the other hand, are type classes , which don't really care about existing methods, but, rather, require to provide implementations for required methods despite the fact whether the type already has such methods or not. This difference makes the trait implementation not a good fit for expressing a GraphQL interface implementation, because we don't really need to implement any fields , the GraphQL type implementing a GraphQL interface has those fields already. We only need to check that fields' signatures match . That's why Juniper takes the following approach to represent GraphQL interfaces , which consists of two parts: Either a struct , or a trait (in case fields have arguments ), which acts only as a blueprint describing the required list of fields , and is not used in runtime at all. An auto-generated enum , representing a dispatchable value-type for the GraphQL interfaces , which may be referred and returned by other fields . This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)] : # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface, GraphQLObject};\n#\n// By default a `CharacterValue` enum is generated by macro to represent\n// values of this GraphQL interface.\n#[derive(GraphQLInterface)]\n#[graphql(for = Human)] // enumerating all implementers is mandatory\nstruct Character { id: String,\n} // Using a trait to describe the required fields is fine too. #[graphql_interface]\n#[graphql(enum = HasHomeEnum, for = Human)]\n// ^^^^ the generated value-type enum can be renamed, if required\ntrait HasHome { fn home_planet(&self) -> &str;\n} #[derive(GraphQLObject)]\n#[graphql(impl = [CharacterValue, HasHomeEnum])] // ^^^^^^^^^^^^^^ ^^^^^^^^^^^\n// Notice the enum type names, neither the trait name nor the struct name\n// is used to refer the GraphQL interface.\nstruct Human { id: String, // also resolves `Character.id` field home_planet: String, // also resolves `HasHome.homePlanet` field\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces","id":"37","title":"Interfaces"},"38":{"body":"GraphQL allows implementing interfaces on other interfaces in addition to objects : # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } // As `String` and `&str` aren't distinguished by GraphQL spec and // represent the same `!String` GraphQL scalar, we can use them // interchangeably. The same is applied for `Cow<'a, str>`. // ⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄⌄ fn home_planet() -> &'static str { \"Tatooine\" }\n}\n#\n# fn main() {} NOTE : Every interface has to specify all other interfaces / objects it implements or implemented for. Missing one of for = or impl = attribute arguments is a compile-time error . # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\npub struct ObjA { id: String,\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\n// ^^^^^^^^^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: missing interface // reference in implementer's `impl` attribute.'\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Interfaces implementing other interfaces","id":"38","title":"Interfaces implementing other interfaces"},"39":{"body":"GraphQL allows implementers (both objects and other interfaces ) to return \"subtypes\" instead of an original value. Basically, this allows to impose additional bounds on the implementation. Valid \"subtypes\" are: interface implementer instead of an interface itself: I implements T in place of a T; Vec in place of a Vec. non-null value in place of a nullable: T in place of a Option; Vec in place of a Vec>. These rules are recursively applied, so Vec> is a valid \"subtype\" of a Option>>>>. Also, GraphQL allows implementers to add nullable field arguments , which aren't present on an original interface. # extern crate juniper;\n# use juniper::{graphql_interface, graphql_object, GraphQLInterface, ID};\n#\n#[derive(GraphQLInterface)]\n#[graphql(for = [HumanValue, Luke])]\nstruct Node { id: ID,\n} #[derive(GraphQLInterface)]\n#[graphql(for = HumanConnectionValue)]\nstruct Connection { nodes: Vec,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = NodeValue, for = Luke)]\nstruct Human { id: ID, home_planet: String,\n} #[derive(GraphQLInterface)]\n#[graphql(impl = ConnectionValue)]\nstruct HumanConnection { nodes: Vec, // ^^^^^^^^^^ notice not `NodeValue` // This can happen, because every `Human` is a `Node` too, so we just // impose additional bounds, which still can be resolved with // `... on Connection { nodes }` syntax.\n} struct Luke { id: ID,\n} #[graphql_object]\n#[graphql(impl = [HumanValue, NodeValue])]\nimpl Luke { fn id(&self) -> &ID { &self.id } fn home_planet(language: Option) -> &'static str { // ^^^^^^^^^^^^^^ // Notice additional `null`able field argument, which is missing on // `Human`. Resolving `...on Human { homePlanet }` will provide `None` // for this argument (default argument value). match language.as_deref() { None | Some(\"en\") => \"Tatooine\", Some(\"ko\") => \"타투인\", _ => unimplemented!(), } }\n}\n#\n# fn main() {} NOTE : Violating GraphQL \"subtyping\" or additional nullable argument rules is a compile-time error . # extern crate juniper;\n# use juniper::{graphql_object, GraphQLInterface};\n#\npub struct ObjA { id: String,\n} #[graphql_object]\n#[graphql(impl = CharacterValue)]\nimpl ObjA { fn id(&self, is_present: bool) -> &str {\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: Argument // `isPresent` of type `Boolean!` isn't present on the interface and so has\n// to be nullable.' is_present.then_some(&self.id).unwrap_or(\"missing\") }\n} #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {} # extern crate juniper;\n# use juniper::{GraphQLInterface, GraphQLObject};\n#\n#[derive(GraphQLObject)]\n#[graphql(impl = CharacterValue)]\npub struct ObjA { id: Vec,\n// ^^ the evaluated program panicked at // 'Failed to implement interface `Character` on `ObjA`: Field `id`: // implementer is expected to return a subtype of interface's return\n// object: `[String!]!` is not a subtype of `String!`.' } #[derive(GraphQLInterface)]\n#[graphql(for = ObjA)]\nstruct Character { id: String,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Subtyping and additional nullable arguments","id":"39","title":"Subtyping and additional nullable arguments"},"4":{"body":"actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ( juniper_hyper crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate)","breadcrumbs":"Introduction » Web server frameworks","id":"4","title":"Web server frameworks"},"40":{"body":"Similarly to GraphQL object fields , GraphQL arguments of interfaces are able to have default values, though Rust doesn't have such notion: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\ntrait Person { fn field1( // Default value can be any valid Rust expression, including a function // call, etc. #[graphql(default = true)] arg1: bool, // If default expression is not specified, then the `Default::default()` // value is used. #[graphql(default)] arg2: i32, ) -> String;\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Interfaces » Default arguments","id":"40","title":"Default arguments"},"41":{"body":"Just as with defining GraphQL objects , by default, fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\n#[graphql(name = \"CharacterInterface\")]\nstruct Character { // exposed as `CharacterInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] renamed_field: bool, // exposed as `myCustomFieldName` in GraphQL schema\n} #[graphql_interface]\n#[graphql(name = \"PersonInterface\")]\ntrait Person { // exposed as `PersonInterface` in GraphQL schema #[graphql(name = \"myCustomFieldName\")] fn renamed_field( // exposed as `myCustomFieldName` in GraphQL schema #[graphql(name = \"myArgument\")] renamed_argument: bool, // exposed as `myArgument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} Or provide a different renaming policy for all the defined fields : # extern crate juniper;\n# use juniper::graphql_interface;\n#\n#[graphql_interface]\n#[graphql(rename_all = \"none\")] // disables any renaming\ntrait Person { fn renamed_field( // exposed as `renamed_field` in GraphQL schema renamed_argument: bool, // exposed as `renamed_argument` in GraphQL schema ) -> bool;\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Interfaces » Renaming","id":"41","title":"Renaming"},"42":{"body":"Similarly, GraphQL fields of interfaces may also be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::graphql_interface;\n#\n/// This doc comment is visible only in Rust API docs.\n#[graphql_interface]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\ntrait Person { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] fn empty() -> &'static str; #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument fn field( #[graphql(desc = \"This description is visible only in GraphQL schema.\")] arg: bool, ) -> bool; /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. #[graphql(deprecated = \"Just because.\")] fn deprecated_graphql() -> bool; // Standard Rust's `#[deprecated]` attribute works too! #[deprecated(note = \"Reason is optional, btw!\")] fn deprecated_standard() -> bool; // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL interface / object fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Interfaces » Documentation and deprecation","id":"42","title":"Documentation and deprecation"},"43":{"body":"By default, all struct fields or trait methods are considered as GraphQL fields . If a helper method is needed, or it should be ignored for some reason, then it should be marked with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use std::marker::PhantomPinned;\n# use juniper::{graphql_interface, GraphQLInterface};\n#\n#[derive(GraphQLInterface)]\nstruct Character { id: i32, #[graphql(ignore)] _pin: PhantomPinned,\n} #[graphql_interface]\ntrait Person { fn name(&self) -> &str; fn age(&self) -> i32; #[graphql(ignore)] fn hidden_from_graphql(&self) { // Ignored methods are allowed to have a default implementation! } #[graphql(skip)] // ^^^^ alternative naming, up to your preference fn also_hidden_from_graphql(&self);\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[graphql_interface] attribute.","breadcrumbs":"Type system » Interfaces » Ignoring","id":"43","title":"Ignoring"},"44":{"body":"GraphQL unions represent an object that could be one of a list of GraphQL object types, but provides for no guaranteed fields between those types. They also differ from interfaces in that object types declare what interfaces they implement, but are not aware of what unions contain them. From the server's point of view, GraphQL unions are somewhat similar to interfaces : the main difference is that they don't contain fields on their own, and so, we only need to represent a value, dispatchable into concrete objects . Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums . In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them: # extern crate derive_more;\n# extern crate juniper;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\n// ^^^^ only for convenience, and may be omitted\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Unions » Unions","id":"44","title":"Unions"},"45":{"body":"Just as with renaming GraphQL objects , we can override the default union name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n#[derive(GraphQLUnion)]\n#[graphql(name = \"CharacterUnion\")]\nenum Character { // exposed as `CharacterUnion` in GraphQL schema Human(Human), Droid(Droid),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special names aside from the ones provided by objects themselves, and so, obviously, cannot be renamed .","breadcrumbs":"Type system » Unions » Renaming","id":"45","title":"Renaming"},"46":{"body":"Similarly to documenting GraphQL objects , we can document a GraphQL union via #[graphql(description = \"...\")] attribute or Rust doc comments : # extern crate juniper;\n# use juniper::{GraphQLObject, GraphQLUnion};\n# # #[derive(GraphQLObject)]\n# struct Human {\n# id: String,\n# home_planet: String,\n# }\n#\n# #[derive(GraphQLObject)]\n# struct Droid {\n# id: String,\n# primary_function: String,\n# }\n#\n/// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions.\n#[derive(GraphQLUnion)]\nenum Character { /// This doc comment is visible only in Rust API docs. Human(Human), /// This doc comment is visible only in Rust API docs. Droid(Droid),\n} /// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLUnion)]\n#[graphql(description = \"This description overwrites the one from doc comment.\")]\n// ^^^^^^^^^^^ or `desc` shortcut, up to your preference\nenum Person { /// This doc comment is visible only in Rust API docs. Human(Human),\n}\n#\n# fn main() {} NOTE : Unlike Rust enum variants , GraphQL union members don't have any special constructors aside from the provided objects directly, and so, cannot be documented , but rather reuse object descriptions \"as is\".","breadcrumbs":"Type system » Unions » Documentation","id":"46","title":"Documentation"},"47":{"body":"In some rare situations we may want to omit exposing an enum variant in a GraphQL schema . Similarly to GraphQL enums , we can just annotate the variant with the #[graphql(ignore)] attribute. As an example, let's consider the situation where we need to bind some type parameter T for doing interesting type-level stuff in our resolvers. To achieve this we need to have PhantomData, but we don't want it exposed in the GraphQL schema. # extern crate derive_more;\n# extern crate juniper;\n# use std::marker::PhantomData;\n# use derive_more::From;\n# use juniper::{GraphQLObject, GraphQLUnion};\n#\n#[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(From, GraphQLUnion)]\nenum Character { Human(Human), Droid(Droid), #[from(ignore)] #[graphql(ignore)] // ^^^^^^ or `skip`, up to your preference _State(PhantomData),\n}\n#\n# fn main() {} WARNING : It's the library user's responsibility to ensure that ignored enum variant is never returned from resolvers, otherwise resolving the GraphQL query will panic in runtime . TIP : See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.","breadcrumbs":"Type system » Unions » Ignoring","id":"47","title":"Ignoring"},"48":{"body":"GraphQL enum types, like scalar types, also represent leaf values in a GraphQL type system. However enum types describe the set of possible values. Enums are not references for a numeric value, but are unique values in their own right. They may serialize as a string: the name of the represented value. With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Enums » Enums","id":"48","title":"Enums"},"49":{"body":"By default, enum variants are converted from Rust 's standard PascalCase naming convention into GraphQL 's SCREAMING_SNAKE_CASE convention: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, // exposed as `NEW_HOPE` in GraphQL schema Empire, // exposed as `EMPIRE` in GraphQL schema Jedi, // exposed as `JEDI` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(name = \"WrongEpisode\")] // now exposed as `WrongEpisode` in GraphQL schema\nenum Episode { #[graphql(name = \"LAST_HOPE\")] NewHope, // exposed as `LAST_HOPE` in GraphQL schema Empire, Jedi,\n}\n#\n# fn main() {} Or provide a different renaming policy for all the enum variants: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nenum Episode { NewHope, // exposed as `NewHope` in GraphQL schema Empire, // exposed as `Empire` in GraphQL schema Jedi, // exposed as `Jedi` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Enums » Renaming","id":"49","title":"Renaming"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"Introduction » API stability","id":"5","title":"API stability"},"50":{"body":"Just like when defining GraphQL objects , the GraphQL enum type and its values could be documented and deprecated via #[graphql(description = \"...\")] and #[graphql(deprecated = \"...\")]/ #[deprecated] attributes: # extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLEnum)]\n#[graphql(description = \"An episode of Star Wars\")]\nenum StarWarsEpisode { /// This doc comment is visible only in Rust API docs. #[graphql(description = \"This description is visible only in GraphQL schema.\")] NewHope, /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"Arguably the best one in the trilogy.\")] // ^^^^ shortcut for a `description` argument Empire, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. Jedi, #[deprecated(note = \"Only visible in Rust.\")] #[graphql(deprecated = \"We don't really talk about this one.\")] // ^^^^^^^^^^ takes precedence over Rust's `#[deprecated]` attribute ThePhantomMenace, // has no description in GraphQL schema\n}\n#\n# fn main() {} NOTE : Only GraphQL object / interface fields and GraphQL enum values can be deprecated .","breadcrumbs":"Type system » Enums » Documentation and deprecation","id":"50","title":"Documentation and deprecation"},"51":{"body":"By default, all enum variants are included in the generated GraphQL enum type as values. To prevent including a specific variant, annotate it with the #[graphql(ignore)] attribute: # #![allow(dead_code)]\n# extern crate juniper;\n# use juniper::GraphQLEnum;\n#\n#[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi, #[graphql(ignore)] Legends(T), // cannot be queried from GraphQL #[graphql(skip)] // ^^^^ alternative naming, up to your preference CloneWars(T), // cannot be queried from GraphQL\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.","breadcrumbs":"Type system » Enums » Ignoring","id":"51","title":"Ignoring"},"52":{"body":"Fields may accept arguments to configure their behavior. These inputs are often scalars or enums , but they sometimes need to represent more complex values. A GraphQL input object defines a set of input fields; the input fields are either scalars , enums , or other input objects . This allows arguments to accept arbitrarily complex structs. In Juniper , defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct : # #![allow(unused_variables)]\n# extern crate juniper;\n# use juniper::{graphql_object, GraphQLInputObject, GraphQLObject};\n#\n#[derive(GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(GraphQLObject)] struct User { name: String } #[graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Input objects » Input objects","id":"52","title":"Input objects"},"53":{"body":"Just as with defining GraphQL objects , by default struct fields are converted from Rust 's standard snake_case naming convention into GraphQL 's camelCase convention: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\nstruct Person { first_name: String, // exposed as `firstName` in GraphQL schema last_name: String, // exposed as `lastName` in GraphQL schema\n}\n#\n# fn main() {} We can override the name by using the #[graphql(name = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(name = \"WebPerson\")] // now exposed as `WebPerson` in GraphQL schema\nstruct Person { name: String, age: i32, #[graphql(name = \"websiteURL\")] website_url: Option, // now exposed as `websiteURL` in GraphQL schema\n}\n#\n# fn main() {} Or provide a different renaming policy for all the struct fields: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n#[derive(GraphQLInputObject)]\n#[graphql(rename_all = \"none\")] // disables any renaming\nstruct Person { name: String, age: i32, website_url: Option, // exposed as `website_url` in GraphQL schema\n}\n#\n# fn main() {} TIP : Supported policies are: SCREAMING_SNAKE_CASE, camelCase and none (disables any renaming).","breadcrumbs":"Type system » Input objects » Renaming","id":"53","title":"Renaming"},"54":{"body":"Similarly, GraphQL descriptions may be provided by either using Rust doc comments or with the #[graphql(description = \"...\")] attribute: # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\n/// This doc comment is visible only in Rust API docs.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"This description is visible only in GraphQL schema.\")]\nstruct Person { /// This doc comment is visible only in Rust API docs. #[graphql(desc = \"This description is visible only in GraphQL schema.\")] // ^^^^ shortcut for a `description` argument name: String, /// This doc comment is visible in both Rust API docs and GraphQL schema /// descriptions. age: i32,\n}\n#\n# fn main() {} NOTE : As of October 2021 GraphQL specification , GraphQL input object 's fields cannot be deprecated .","breadcrumbs":"Type system » Input objects » Documentation","id":"54","title":"Documentation"},"55":{"body":"By default, all struct fields are included into the generated GraphQL input object type. To prevent inclusion of a specific field annotate it with the #[graphql(ignore)] attribute: WARNING : Ignored fields must either implement Default or be annotated with the #[graphql(default = )] argument. # extern crate juniper;\n# use juniper::GraphQLInputObject;\n#\nenum System { Cartesian,\n} #[derive(GraphQLInputObject)]\nstruct Point2D { x: f64, y: f64, #[graphql(ignore, default = System::Cartesian)] // ^^^^^^^^^^^^^^^^^^^^^^^^^^^ // This attribute is required, as we need to be able to construct // a `Point2D` value from the `{ x: 0.0, y: 0.0 }` GraphQL input value, // received from client-side. system: System, // `Default::default()` value is used, if no // `#[graphql(default = )]` is specified. #[graphql(skip)] // ^^^^ alternative naming, up to your preference shift: f64, }\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.","breadcrumbs":"Type system » Input objects » Ignoring","id":"55","title":"Ignoring"},"56":{"body":"GraphQL scalars represent primitive leaf values in a GraphQL type system: numbers, strings, and booleans.","breadcrumbs":"Type system » Scalars » Scalars","id":"56","title":"Scalars"},"57":{"body":"Juniper provides support for all the built-in scalars . Rust types GraphQL scalar bool Boolean i32 Int f64 Float String, &str String juniper::ID ID NOTE : ID scalar is defined in the GraphQL spec as a type that is serialized as a string, but can be parsed from both a string and an integer. TIP : There is no built-in support for i64, u64, or other Rust integer types, as the GraphQL spec doesn't define any built-in scalars for them by default. Instead, to be supported, they should be defined as custom scalars in a GraphQL schema .","breadcrumbs":"Type system » Scalars » Built-in","id":"57","title":"Built-in"},"58":{"body":"We can create custom scalars for other primitive values, but they are still limited in the data types for representation , and only introduce additional semantic meaning. This, also, often requires coordination with the client library, intended to consume the API we're building. Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases ).","breadcrumbs":"Type system » Scalars » Custom","id":"58","title":"Custom"},"59":{"body":"Quite often, we want to create a custom GraphQL scalar type by just wrapping an existing one, inheriting all its behavior. In Rust , this is often called as \"newtype pattern\" . This may be achieved by providing a #[graphql(transparent)] attribute to the definition: # extern crate juniper;\n# use juniper::{graphql_scalar, GraphQLScalar};\n#\n#[derive(GraphQLScalar)]\n#[graphql(transparent)]\npub struct UserId(i32); // Using `#[graphql_scalar]` attribute here makes no difference, and is fully\n// interchangeable with `#[derive(GraphQLScalar)]`. It's only up to the // personal preference - which one to use.\n#[graphql_scalar]\n#[graphql(transparent)]\npub struct MessageId { value: i32,\n}\n#\n# fn main() {} That's it, now the UserId and MessageId scalars can be used in GraphQL schema . We may also customize the definition, to provide more information about our custom scalar in GraphQL schema : # extern crate juniper;\n# use juniper::GraphQLScalar;\n#\n/// You can use a Rust doc comment to specify a description in GraphQL schema.\n#[derive(GraphQLScalar)]\n#[graphql( transparent, // Overwrite the name of this type in the GraphQL schema. name = \"MyUserId\", // Specifying a type description via attribute takes precedence over the // Rust doc comment, which allows to separate Rust API docs from GraphQL // schema descriptions, if required. description = \"Actual description.\", // Optional specification URL. specified_by_url = \"https://tools.ietf.org/html/rfc4122\",\n)]\npub struct UserId(String);\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Transparent delegation","id":"59","title":"Transparent delegation"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper . Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file.","breadcrumbs":"Quickstart » Quickstart","id":"6","title":"Quickstart"},"60":{"body":"In case we need to customize resolving of a custom GraphQL scalar value (change the way it gets executed), the #[graphql(to_output_with = )] attribute is the way to do so: # extern crate juniper;\n# use juniper::{GraphQLScalar, ScalarValue, Value};\n#\n#[derive(GraphQLScalar)]\n#[graphql(to_output_with = to_output, transparent)]\nstruct Incremented(i32); /// Increments [`Incremented`] before converting into a [`Value`].\nfn to_output(v: &Incremented) -> Value { let inc = v.0 + 1; Value::from(inc)\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Resolving","id":"60","title":"Resolving"},"61":{"body":"Customization of a custom GraphQL scalar value parsing is possible via #[graphql(from_input_with = )] attribute: # extern crate juniper;\n# use juniper::{GraphQLScalar, InputValue, ScalarValue};\n#\n#[derive(GraphQLScalar)]\n#[graphql(from_input_with = Self::from_input, transparent)]\nstruct UserId(String); impl UserId { /// Checks whether the [`InputValue`] is a [`String`] beginning with `id: ` /// and strips it. fn from_input(input: &InputValue) -> Result where S: ScalarValue { input.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {input}\")) .and_then(|str| { str.strip_prefix(\"id: \") .ok_or_else(|| { format!( \"Expected `UserId` to begin with `id: `, \\ found: {input}\", ) }) }) .map(|id| Self(id.to_owned())) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Input value parsing","id":"61","title":"Input value parsing"},"62":{"body":"Customization of which tokens a custom GraphQL scalar type should be parsed from, is possible via #[graphql(parse_token_with = )] or #[graphql(parse_token()] attributes: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( to_output_with = to_output, from_input_with = from_input, parse_token_with = parse_token,\n)]\n// ^^^^^^^^^^^^^^^^ Can be replaced with `parse_token(String, i32)`, which\n// tries to parse as `String` first, and then as `i32` if\n// prior fails.\nenum StringOrInt { String(String), Int(i32),\n} fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), }\n} fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\"))\n} fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult { >::from_str(value) .or_else(|_| >::from_str(value))\n}\n#\n# fn main() {} NOTE : Once we provide all 3 custom functions, there is no sense to follow newtype pattern anymore, as nothing left to inherit.","breadcrumbs":"Type system » Scalars » Token parsing","id":"62","title":"Token parsing"},"63":{"body":"Instead of providing all custom functions separately, it's possible to provide a module holding the appropriate to_output(), from_input() and parse_token() functions via #[graphql(with = )] attribute: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql(with = string_or_int)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } pub(super) fn parse_token(t: ScalarToken<'_>) -> ParseScalarResult { >::from_str(t) .or_else(|_| >::from_str(t)) }\n}\n#\n# fn main() {} A regular impl block is also suitable for that: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ParseScalarValue,\n# ScalarValue, ScalarToken, Value,\n# };\n#\n#[derive(GraphQLScalar)]\n// #[graphql(with = Self)] <- default behaviour, so can be omitted\nenum StringOrInt { String(String), Int(i32),\n} impl StringOrInt { fn to_output(&self) -> Value { match self { Self::String(s) => Value::scalar(s.to_owned()), Self::Int(i) => Value::scalar(*i), } } fn from_input(v: &InputValue) -> Result where S: ScalarValue { v.as_string_value() .map(|s| Self::String(s.into())) .or_else(|| v.as_int_value().map(Self::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } fn parse_token(value: ScalarToken<'_>) -> ParseScalarResult where S: ScalarValue { >::from_str(value) .or_else(|_| >::from_str(value)) }\n}\n#\n# fn main() {} At the same time, any custom function still may be specified separately, if required: # extern crate juniper;\n# use juniper::{\n# GraphQLScalar, InputValue, ParseScalarResult, ScalarValue,\n# ScalarToken, Value\n# };\n#\n#[derive(GraphQLScalar)]\n#[graphql( with = string_or_int, parse_token(String, i32)\n)]\nenum StringOrInt { String(String), Int(i32),\n} mod string_or_int { use super::*; pub(super) fn to_output(v: &StringOrInt) -> Value where S: ScalarValue, { match v { StringOrInt::String(s) => Value::scalar(s.to_owned()), StringOrInt::Int(i) => Value::scalar(*i), } } pub(super) fn from_input(v: &InputValue) -> Result where S: ScalarValue, { v.as_string_value() .map(|s| StringOrInt::String(s.into())) .or_else(|| v.as_int_value().map(StringOrInt::Int)) .ok_or_else(|| format!(\"Expected `String` or `Int`, found: {v}\")) } // No need in `parse_token()` function.\n}\n#\n# fn main() {} TIP : See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.","breadcrumbs":"Type system » Scalars » Full behavior","id":"63","title":"Full behavior"},"64":{"body":"For implementing custom scalars on foreign types there is #[graphql_scalar] attribute. NOTE : To satisfy orphan rules , we should provide a local ScalarValue implementation. # extern crate juniper;\n# mod date {\n# pub struct Date;\n# impl std::str::FromStr for Date {\n# type Err = String;\n#\n# fn from_str(_value: &str) -> Result { # unimplemented!()\n# }\n# }\n#\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# }\n#\n# use juniper::DefaultScalarValue as CustomScalarValue;\nuse juniper::{graphql_scalar, InputValue, ScalarValue, Value}; #[graphql_scalar( with = date_scalar, parse_token(String), scalar = CustomScalarValue,\n)]\n// ^^^^^^^^^^^^^^^^^ local `ScalarValue` implementation\ntype Date = date::Date;\n// ^^^^^^^^^^ type from another crate mod date_scalar { use super::*; pub(super) fn to_output(v: &Date) -> Value { Value::scalar(v.to_string()) } pub(super) fn from_input(v: &InputValue) -> Result { v.as_string_value() .ok_or_else(|| format!(\"Expected `String`, found: {v}\")) .and_then(|s| s.parse().map_err(|e| format!(\"Failed to parse `Date`: {e}\"))) }\n}\n#\n# fn main() {}","breadcrumbs":"Type system » Scalars » Foreign","id":"64","title":"Foreign"},"65":{"body":"Juniper provides out-of-the-box GraphQL scalar implementations for some very common Rust crates. The types from these crates will be usable in your schemas automatically after enabling the correspondent self-titled Cargo feature . Rust type GraphQL scalar Cargo feature BigDecimal BigDecimal bigdecimal bson::oid::ObjectId ObjectId bson bson::DateTime UtcDateTime bson chrono::NaiveDate Date chrono chrono::NaiveTime LocalTime chrono chrono::NaiveDateTime LocalDateTime chrono chrono::DateTime DateTime chrono chrono_tz::Tz TimeZone chrono-tz Decimal Decimal rust_decimal time::Date Date time time::Time LocalTime time time::PrimitiveDateTime LocalDateTime time time::OffsetDateTime DateTime time time::UtcOffset UtcOffset time Url Url url Uuid Uuid uuid","breadcrumbs":"Type system » Scalars » Supported out-of-the-box","id":"65","title":"Supported out-of-the-box"},"66":{"body":"Juniper follows a code-first approach to define a GraphQL schema. TIP : For a schema-first approach, consider using a juniper-from-schema crate for generating a juniper -based code from a schema file. GraphQL schema consists of three object types : a query root , a mutation root , and a subscription root . The query root operation type must be provided and must be an Object type. The mutation root operation type is optional; if it is not provided, the service does not support mutations. If it is provided, it must be an Object type. Similarly, the subscription root operation type is also optional; if it is not provided, the service does not support subscriptions. If it is provided, it must be an Object type. The query , mutation , and subscription root types must all be different types if provided. In Juniper , the RootNode type represents a schema . When the schema is first created, Juniper will traverse the entire object graph and register all types it can find. This means that if we define a GraphQL object somewhere but never use or reference it, it won't be exposed in a GraphQL schema . Both query and mutation objects are regular GraphQL objects , defined like any other object in Juniper . The mutation and subscription objects, however, are optional, since schemas can be read-only and do not require subscriptions . TIP : If mutation / subscription functionality is not needed, consider using the predefined EmptyMutation / EmptySubscription types for stubbing them in a RootNode . # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptySubscription, FieldResult, GraphQLObject, RootNode,\n# };\n#\n#[derive(GraphQLObject)] struct User { name: String,\n} struct Query; #[graphql_object]\nimpl Query { fn user_with_username(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} struct Mutation; #[graphql_object]\nimpl Mutation { fn sign_up_user(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} type Schema = RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {} NOTE : It's considered a good practice to name query , mutation , and subscription root types as Query, Mutation, and Subscription respectively. The usage of subscriptions is a little different from the mutation and query objects , so they are discussed in the separate chapter .","breadcrumbs":"Schema » Schema","id":"66","title":"Schema"},"67":{"body":"Many tools in GraphQL ecosystem require a schema definition to operate on. With Juniper we can export our GraphQL schema defined in Rust code either represented in the GraphQL schema language or in JSON .","breadcrumbs":"Schema » Export","id":"67","title":"Export"},"68":{"body":"To generate an SDL (schema definition language) representation of a GraphQL schema defined in Rust code, the as_sdl() method should be used for the direct extraction (requires enabling the schema-language Juniper feature): # extern crate juniper;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, FieldResult, RootNode,\n# };\n#\nstruct Query; #[graphql_object]\nimpl Query { fn hello(&self) -> FieldResult<&str> { Ok(\"hello world\") }\n} fn main() { // Define our schema in Rust. let schema = RootNode::new( Query, EmptyMutation::<()>::new(), EmptySubscription::<()>::new(), ); // Convert the Rust schema into the GraphQL SDL schema. let result = schema.as_sdl(); let expected = \"\\\nschema { query: Query\n} type Query { hello: String!\n}\n\";\n# #[cfg(not(target_os = \"windows\"))] assert_eq!(result, expected);\n}","breadcrumbs":"Schema » SDL (schema definition language)","id":"68","title":"SDL (schema definition language)"},"69":{"body":"To export a GraphQL schema defined in Rust code as JSON (often referred to as schema.json), the specially crafted introspection query should be issued. Juniper provides a convenience introspect() function to introspect the entire schema , which result can be serialized into JSON : # extern crate juniper;\n# extern crate serde_json;\n# use juniper::{\n# graphql_object, EmptyMutation, EmptySubscription, GraphQLObject,\n# IntrospectionFormat, RootNode,\n# };\n#\n#[derive(GraphQLObject)]\nstruct Example { id: String,\n} struct Query; #[graphql_object]\nimpl Query { fn example(id: String) -> Example { unimplemented!() }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &(), IntrospectionFormat::default(), ).unwrap(); // Serialize the introspection result into JSON. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n} TIP : We still can convert the generated JSON into a GraphQL schema language representation by using tools like graphql-json-to-sdl command line utility .","breadcrumbs":"Schema » JSON","id":"69","title":"JSON"},"7":{"body":"[dependencies]\njuniper = \"0.16.1\"","breadcrumbs":"Quickstart » Installation","id":"7","title":"Installation"},"70":{"body":"GraphQL subscriptions are a way to push data from a server to clients requesting real-time messages from a server. Subscriptions are similar to queries in that they specify a set of fields to be delivered to a client, but instead of immediately returning a single answer a result is sent every time a particular event happens on a server. In order to execute subscriptions in Juniper , we need a coordinator (spawning long-lived connections) and a GraphQL object with fields resolving into a Stream of elements which will then be returned to a client. The juniper_subscriptions crate provides a default implementation of these abstractions. The subscription root is just a GraphQL object , similar to the query root and mutations root that we define for operations in our GraphQL schema . For subscriptions all fields should be async and return a Stream of some GraphQL type values, rather than direct values. # extern crate futures;\n# extern crate juniper;\n# use std::pin::Pin;\n# use futures::Stream;\n# use juniper::{graphql_object, graphql_subscription, FieldError};\n#\n# #[derive(Clone)]\n# pub struct Database;\n#\n# impl juniper::Context for Database {}\n#\n# pub struct Query;\n#\n# #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\ntype StringStream = Pin> + Send>>; pub struct Subscription; #[graphql_subscription]\n#[graphql(context = Database)]\nimpl Subscription { // This subscription operation emits two values sequentially: // the `String`s \"Hello\" and \"World!\". async fn hello_world() -> StringStream { let stream = futures::stream::iter([ Ok(String::from(\"Hello\")), Ok(String::from(\"World!\")), ]); Box::pin(stream) }\n}\n#\n# fn main () {}","breadcrumbs":"Schema » Subscriptions » Subscriptions","id":"70","title":"Subscriptions"},"71":{"body":"GraphQL subscriptions require a bit more resources than regular queries and provide a great vector for DoS attacks . This can can bring down a server easily if not handled correctly. The SubscriptionCoordinator trait provides coordination logic to enable functionality like DoS attacks mitigation and resource limits. The SubscriptionCoordinator contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global ID for each subscription . Each time a connection is established, the SubscriptionCoordinator spawns a [32], which handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While we can implement SubscriptionCoordinator ourselves, Juniper contains a simple and generic implementation called Coordinator . The subscribe method returns a Future resolving into a Result, where Connection is a Stream of values returned by the operation, and a GraphQLError is the error when the subscription operation fails. # extern crate futures;\n# extern crate juniper;\n# extern crate juniper_subscriptions;\n# extern crate serde_json;\n# use std::pin::Pin;\n# use futures::{Stream, StreamExt as _};\n# use juniper::{\n# http::GraphQLRequest,\n# graphql_object, graphql_subscription, # DefaultScalarValue, EmptyMutation, FieldError, # RootNode, SubscriptionCoordinator,\n# };\n# use juniper_subscriptions::Coordinator;\n# # #[derive(Clone)]\n# pub struct Database;\n# # impl juniper::Context for Database {}\n# # impl Database {\n# fn new() -> Self {\n# Self\n# }\n# }\n# # pub struct Query;\n# # #[graphql_object]\n# #[graphql(context = Database)]\n# impl Query {\n# fn hello_world() -> &'static str {\n# \"Hello World!\"\n# }\n# }\n#\n# type StringStream = Pin> + Send>>;\n#\n# pub struct Subscription;\n# # #[graphql_subscription]\n# #[graphql(context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream = futures::stream::iter([\n# Ok(String::from(\"Hello\")), # Ok(String::from(\"World!\")),\n# ]);\n# Box::pin(stream)\n# }\n# }\n#\ntype Schema = RootNode<'static, Query, EmptyMutation, Subscription>; fn schema() -> Schema { Schema::new(Query, EmptyMutation::new(), Subscription)\n} async fn run_subscription() { let schema = schema(); let coordinator = Coordinator::new(schema); let db = Database::new(); let req: GraphQLRequest = serde_json::from_str( r#\"{ \"query\": \"subscription { helloWorld }\" }\"#, ).unwrap(); let mut conn = coordinator.subscribe(&req, &db).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n}\n#\n# fn main() {}","breadcrumbs":"Schema » Subscriptions » Coordinator","id":"71","title":"Coordinator"},"72":{"body":"For information about serving GraphQL subscriptions over WebSocket , see the \"Serving\" chapter .","breadcrumbs":"Schema » Subscriptions » WebSocket","id":"72","title":"WebSocket"},"73":{"body":"The schema introspection system is accessible from the meta-fields __schema and __type which are accessible from the type of the root of a query operation. __schema: __Schema!\n__type(name: String!): __Type Like all meta-fields, these are implicit and do not appear in the fields list in the root type of the query operation. GraphQL provides introspection , allowing to see what queries , mutations and subscriptions a GraphQL server supports at runtime. Because introspection queries are just regular GraphQL queries , Juniper supports them natively. For example, to get all the names of the types supported, we could execute the following query against Juniper : { __schema { types { name } }\n}","breadcrumbs":"Schema » Introspection » Introspection","id":"73","title":"Introspection"},"74":{"body":"Disabling introspection in production is a widely debated topic, but we believe it’s one of the first things you can do to harden your GraphQL API in production. Some security requirements and considerations may mandate to disable GraphQL schema introspection in production environments. In Juniper this can be achieved by using the RootNode::disable_introspection() method: # extern crate juniper;\n# use juniper::{\n# graphql_object, graphql_vars, EmptyMutation, EmptySubscription, GraphQLError,\n# RootNode,\n# };\n#\npub struct Query; #[graphql_object]\nimpl Query { fn some() -> bool { true }\n} type Schema = RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { let schema = Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()) .disable_introspection(); let query = \"query { __schema { queryType { name } } }\"; match juniper::execute_sync(query, None, &schema, &graphql_vars! {}, &()) { Err(GraphQLError::ValidationError(errs)) => { assert_eq!( errs.first().unwrap().message(), \"GraphQL introspection is not allowed, but the operation contained `__schema`\", ); } res => panic!(\"expected `ValidationError`, returned: {res:#?}\"), }\n} NOTE : Attempt to execute an introspection query results in validation error, rather than execution error.","breadcrumbs":"Schema » Introspection » Disabling","id":"74","title":"Disabling"},"75":{"body":"Once we have built a GraphQL schema , the next obvious step would be to serve it, so clients can interact with our GraphQL API. Usually, GraphQL APIs are served via HTTP .","breadcrumbs":"Serving » Serving","id":"75","title":"Serving"},"76":{"body":"Though the juniper crate doesn't provide a built-in HTTP server, the surrounding ecosystem does.","breadcrumbs":"Serving » Web server frameworks","id":"76","title":"Web server frameworks"},"77":{"body":"Juniper officially supports the following widely used and adopted web server frameworks in Rust ecosystem: actix-web ( juniper_actix crate) axum ( juniper_axum crate) hyper ([juniper_hyper] crate) rocket ( juniper_rocket crate) warp ( juniper_warp crate) See their API docs and usage examples (accessible from API docs) for further details of how they should be used. NOTE : All the officially supported web server framework integrations provide a simple and convenient way for exposing GraphiQL and/or GraphQL Playground with the GraphQL schema along. These powerful tools ease the development process by enabling you to explore and send client requests to the GraphQL API under development.","breadcrumbs":"Serving » Officially supported","id":"77","title":"Officially supported"},"78":{"body":"NOTE : WebSocket is a crucial part for serving GraphQL subscriptions over HTTP . There are two widely adopted protocols for serving GraphQL over WebSocket : Legacy graphql-ws GraphQL over WebSocket Protocol , formerly used by Apollo and the subscriptions-transport-ws npm package , and now being deprecated. New graphql-transport-ws GraphQL over WebSocket Protocol , provided by the graphql-ws npm package and being used by Apollo as for now. In the Juniper ecosystem, both implementations are provided by the juniper_graphql_ws crate. Most of the officially supported web server framework integrations are able to serve a GraphQL schema over WebSocket (including subscriptions ) and even support auto-negotiation of the correct protocol based on the Sec-Websocket-Protocol HTTP header value . See their API docs and usage examples (accessible from API docs) for further details of how to do so.","breadcrumbs":"Serving » WebSocket","id":"78","title":"WebSocket"},"79":{"body":"The GraphQL standard generally assumes that there will be one server request per each client operation to perform (such as a query or mutation). This is conceptually simple but potentially inefficient. Some client libraries (such as apollo-link-batch-http ) have the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs , though, that should be considered before batching operations . Juniper 's server integration crates support batching multiple operations in a single HTTP request out-of-the-box via JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. NOTE : If you use a custom server integration, it's not a hard requirement to support batching , as it's not a part of the official GraphQL specification . Assuming an integration supports operations batching , for the following GraphQL query: { hero { name }\n} The JSON data to POST for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be in the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} However, if we want to run the same query twice in a single HTTP request, the batched JSON data to POST would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And then, the response would be in the following array form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Serving » Batching » Batching","id":"79","title":"Batching"},"8":{"body":"Exposing simple enums and structs as GraphQL types is just a matter of adding a custom derive attribute to them. Juniper includes support for basic Rust types that naturally map to GraphQL features, such as Option, Vec, Box, Arc, String, f64, i32, references, slices and arrays. For more advanced mappings, Juniper provides multiple macros to map your Rust types to a GraphQL schema . The most important one is the #[graphql_object] attribute that is used for declaring a GraphQL object with resolvers (typically used for declaring Query and Mutation roots ). # # ![allow(unused_variables)]\n# extern crate juniper;\n#\n# use std::fmt::Display;\n#\nuse juniper::{ graphql_object, EmptySubscription, FieldResult, GraphQLEnum, GraphQLInputObject, GraphQLObject, ScalarValue,\n};\n#\n# struct DatabasePool;\n# impl DatabasePool {\n# fn get_connection(&self) -> FieldResult { Ok(DatabasePool) }\n# fn find_human(&self, _id: &str) -> FieldResult { Err(\"\")? }\n# fn insert_human(&self, _human: &NewHuman) -> FieldResult { Err(\"\")? }\n# } #[derive(GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(GraphQLObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct Human { id: String, name: String, appears_in: Vec, home_planet: String,\n} // There is also a custom derive for mapping GraphQL input objects.\n#[derive(GraphQLInputObject)]\n#[graphql(description = \"A humanoid creature in the Star Wars universe\")]\nstruct NewHuman { name: String, appears_in: Vec, home_planet: String,\n} // Now, we create our root `Query` and `Mutation` types with resolvers by using // the `#[graphql_object]` attribute. // Resolvers can have a context that allows accessing shared state like a // database pool.\nstruct Context { // Use your real database pool here. db: DatabasePool,\n} // To make our `Context` usable by `juniper`, we have to implement a marker // trait.\nimpl juniper::Context for Context {} struct Query; // Here we specify the context type for the object.\n// We need to do this in every type that needs access to the `Context`.\n#[graphql_object]\n#[graphql(context = Context)]\nimpl Query { // Note, that the field name will be automatically converted to the // `camelCased` variant, just as GraphQL conventions imply. fn api_version() -> &'static str { \"1.0\" } fn human( // Arguments to resolvers can either be simple scalar types, enums or // input objects. id: String, // To gain access to the `Context`, we specify a `context`-named // argument referring the correspondent `Context` type, and `juniper` // will inject it automatically. context: &Context, ) -> FieldResult { // Get a `db` connection. let conn = context.db.get_connection()?; // Execute a `db` query. // Note the use of `?` to propagate errors. let human = conn.find_human(&id)?; // Return the result. Ok(human) }\n} // Now, we do the same for our `Mutation` type. struct Mutation; #[graphql_object]\n#[graphql( context = Context, // If we need to use `ScalarValue` parametrization explicitly somewhere // in the object definition (like here in `FieldResult`), we could // declare an explicit type parameter for that, and specify it. scalar = S: ScalarValue + Display,\n)]\nimpl Mutation { fn create_human( new_human: NewHuman, context: &Context, ) -> FieldResult { let db = context.db.get_connection().map_err(|e| e.map_scalar_value())?; let human: Human = db.insert_human(&new_human).map_err(|e| e.map_scalar_value())?; Ok(human) }\n} // Root schema consists of a query, a mutation, and a subscription.\n// Request queries can be executed against a `RootNode`.\ntype Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription>;\n#\n# fn main() {\n# _ = Schema::new(Query, Mutation, EmptySubscription::new());\n# } Now we have a very simple but functional schema for a GraphQL server! To actually serve the schema , see the guides for our various server integrations .","breadcrumbs":"Quickstart » Schema","id":"8","title":"Schema"},"80":{"body":"The chapters below cover some more advanced topics. Implicit and explicit null N+1 problem DataLoader Look-ahead Eager loading","breadcrumbs":"Advanced Topics » Advanced topics","id":"80","title":"Advanced topics"},"81":{"body":"GraphQL has two semantically different ways to represent the lack of a value: Explicitly providing the literal value: null . Implicitly not providing a value at all. There are two ways that a client can submit a null value as an argument or a field in a GraphQL query: Either use an explicit null literal: { field(arg: null)\n} Or simply omit the argument , so the implicit default null value kicks in: { field\n} There are some situations where it's useful to know which one exactly has been provided. For example, let's say we have a function that allows users to perform a \"patch\" operation on themselves. Let's say our users can optionally have favorite and least favorite numbers, and the input for that might look like this: /// Updates user attributes. Fields that are [`None`] are left as-is.\nstruct UserPatch { /// If [`Some`], updates the user's favorite number. favorite_number: Option>, /// If [`Some`], updates the user's least favorite number. least_favorite_number: Option>,\n}\n#\n# fn main() {} To set a user's favorite number to 7, we would set favorite_number to Some(Some(7)). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: 7 }) } To unset the user's favorite number, we would set favorite_number to Some(None). In GraphQL , that might look like this: mutation { patchUser(patch: { favoriteNumber: null }) } And if we want to leave the user's favorite number alone, just set it to None. In GraphQL , that might look like this: mutation { patchUser(patch: {}) } The last two cases rely on being able to distinguish between explicit and implicit null . Unfortunately, plain Option is not capable to distinguish them. That's why in Juniper , this can be done using the Nullable type: # extern crate juniper;\nuse juniper::{graphql_object, FieldResult, GraphQLInputObject, Nullable}; #[derive(GraphQLInputObject)]\nstruct UserPatchInput { favorite_number: Nullable, least_favorite_number: Nullable,\n} impl From for UserPatch { fn from(input: UserPatchInput) -> Self { Self { // The `explicit()` function transforms the `Nullable` into an // `Option>` as expected by the business logic layer. favorite_number: input.favorite_number.explicit(), least_favorite_number: input.least_favorite_number.explicit(), } }\n} # struct UserPatch {\n# favorite_number: Option>,\n# least_favorite_number: Option>,\n# }\n#\n# struct Session;\n# impl Session {\n# fn patch_user(&self, _patch: UserPatch) -> FieldResult<()> { Ok(()) }\n# }\n#\nstruct Context { session: Session,\n}\nimpl juniper::Context for Context {} struct Mutation; #[graphql_object]\n#[graphql(context = Context)]\nimpl Mutation { fn patch_user(patch: UserPatchInput, ctx: &Context) -> FieldResult { ctx.session.patch_user(patch.into())?; Ok(true) }\n}\n#\n# fn main() {}","breadcrumbs":"Advanced Topics » Implicit and explicit null » Implicit and explicit null","id":"81","title":"Implicit and explicit null"},"82":{"body":"A common issue with GraphQL server implementations is how the resolvers query their datasource. With a naive and straightforward approach we quickly run into the N+1 problem, resulting in a large number of unnecessary database queries or HTTP requests. # extern crate anyhow;\n# extern crate juniper;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\n#[derive(GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(self.cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{}`\", self.cult_id)) }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository)]\nimpl Query { async fn persons(#[graphql(ctx)] repo: &Repository) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons repo.load_all_persons().await }\n} Let's say we want to list a bunch of cults persons were in: query { persons { id name cult { id name } }\n} Once the persons list has been resolved , a separate SQL query is run to find the cult of each Person. We can see how this could quickly become a problem. SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 3;\nSELECT id, name FROM cults WHERE id = 4;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\n-- and so on... There are several ways how this problem may be resolved in Juniper . The most common ones are: DataLoader Look-ahead machinery Eager loading","breadcrumbs":"Advanced Topics » N+1 problem » N+1 problem","id":"82","title":"N+1 problem"},"83":{"body":"DataLoader pattern, named after the correspondent dataloader NPM package , represents a mechanism of batching and caching data requests in a delayed manner for solving the N+1 problem . A port of the \"Loader\" API originally developed by @schrockn at Facebook in 2010 as a simplifying force to coalesce the sundry key-value store back-end APIs which existed at the time. At Facebook, \"Loader\" became one of the implementation details of the \"Ent\" framework, a privacy-aware data entity loading and caching layer within web server product code. This ultimately became the underpinning for Facebook's GraphQL server implementation and type definitions. In Rust ecosystem, DataLoader pattern is introduced with the dataloader crate , naturally usable with Juniper . Let's remake our example of N+1 problem , so it's solved by applying the DataLoader pattern: # extern crate anyhow;\n# extern crate dataloader;\n# extern crate juniper;\n# use std::{collections::HashMap, sync::Arc};\n# use anyhow::anyhow;\n# use dataloader::non_cached::Loader;\n# use juniper::{graphql_object, GraphQLObject};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl Repository {\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n#\nstruct Context { repo: Repository, cult_loader: CultLoader,\n} impl juniper::Context for Context {} #[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct CultBatcher { repo: Repository,\n} // Since `BatchFn` doesn't provide any notion of fallible loading, like // `try_load()` returning `Result, E>`, we handle possible\n// errors as loaded values and unpack them later in the resolver.\nimpl dataloader::BatchFn>> for CultBatcher { async fn load( &mut self, cult_ids: &[CultId], ) -> HashMap>> { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) match self.repo.load_cults_by_ids(cult_ids).await { Ok(found_cults) => { found_cults.into_iter().map(|(id, cult)| (id, Ok(cult))).collect() } // One could choose a different strategy to deal with fallible loads, // like consider values that failed to load as absent, or just panic. // See cksac/dataloader-rs#35 for details: // https://github.com/cksac/dataloader-rs/issues/35 Err(e) => { // Since `anyhow::Error` doesn't implement `Clone`, we have to // work around here. let e = Arc::new(e); cult_ids.iter().map(|k| (k.clone(), Err(e.clone()))).collect() } } }\n} type CultLoader = Loader>, CultBatcher>; fn new_cult_loader(repo: Repository) -> CultLoader { CultLoader::new(CultBatcher { repo }) // Usually a `Loader` will coalesce all individual loads which occur // within a single frame of execution before calling a `BatchFn::load()` // with all the collected keys. However, sometimes this behavior is not // desirable or optimal (perhaps, a request is expected to be spread out // over a few subsequent ticks). // A larger yield count will allow more keys to be appended to the batch, // but will wait longer before the actual load. For more details see: // https://github.com/cksac/dataloader-rs/issues/12 // https://github.com/graphql/dataloader#batch-scheduling .with_yield_count(100)\n} struct Person { id: UserId, name: String, cult_id: CultId,\n} #[graphql_object]\n#[graphql(context = Context)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, ctx: &Context) -> anyhow::Result { ctx.cult_loader // Here, we don't run the `CultBatcher::load()` eagerly, but rather // only register the `self.cult_id` value in the `cult_loader` and // wait for other concurrent resolvers to do the same. // The actual batch loading happens once all the resolvers register // their IDs and there is nothing more to execute. .try_load(self.cult_id) .await // The outer error is the `io::Error` returned by `try_load()` if // no value is present in the `HashMap` for the specified // `self.cult_id`, meaning that there is no `Cult` with such ID // in the `Repository`. .map_err(|_| anyhow!(\"No cult exists for ID `{}`\", self.cult_id))? // The inner error is the one returned by the `CultBatcher::load()` // if the `Repository::load_cults_by_ids()` fails, meaning that // running the SQL query failed. .map_err(|arc_err| anyhow!(\"{arc_err}\")) }\n} struct Query; #[graphql_object]\n#[graphql(context = Context)]\nimpl Query { async fn persons(ctx: &Context) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons ctx.repo.load_all_persons().await }\n} fn main() { } And now, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » DataLoader","id":"83","title":"DataLoader"},"84":{"body":"dataloader::cached provides a memoization cache: after BatchFn::load() is called once with given keys, the resulting values are cached to eliminate redundant loads. DataLoader caching does not replace Redis , Memcached , or any other shared application-level cache. DataLoader is first and foremost a data loading mechanism, and its cache only serves the purpose of not repeatedly loading the same data in the context of a single request . WARNING : A DataLoader should be created per-request to avoid risk of bugs where one client is able to load cached/batched data from another client outside its authenticated scope. Creating a DataLoader within an individual resolver will prevent batching from occurring and will nullify any benefits of it.","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Caching","id":"84","title":"Caching"},"85":{"body":"For a full example using DataLoaders in Juniper check out the jayy-lmao/rust-graphql-docker repository .","breadcrumbs":"Advanced Topics » N+1 problem » DataLoader » Full example","id":"85","title":"Full example"},"86":{"body":"In backtracking algorithms, look ahead is the generic term for a subprocedure that attempts to foresee the effects of choosing a branching variable to evaluate one of its values. The two main aims of look-ahead are to choose a variable to evaluate next and to choose the order of values to assign to it. In GraphQL , look-ahead machinery allows us to introspect the currently executed GraphQL operation to see which fields has been actually selected by it. In Juniper , it's represented by the Executor::look_ahead() method. # extern crate juniper;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type UserId = i32;\n#\n#[derive(GraphQLObject)]\nstruct Person { id: UserId, name: String,\n} struct Query; #[graphql_object]\n// NOTICE: Specifying `ScalarValue` as custom named type parameter,\n// so its name is similar to the one used in methods.\n#[graphql(scalar = S: ScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, (), S>) -> Vec { // Let's see which `Person`'s fields were selected in the client query. for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n} TIP : S: ScalarValue type parameter on the method is required here to keep the Executor being generic over ScalarValue types. We, instead, could have used the DefaultScalarValue , which is the default ScalarValue type for the Executor , and make our code more ergonomic, but less flexible and generic. # extern crate juniper;\n# use juniper::{graphql_object, DefaultScalarValue, Executor, GraphQLObject};\n#\n# type UserId = i32;\n#\n# #[derive(GraphQLObject)]\n# struct Person {\n# id: UserId,\n# name: String,\n# }\n#\n# struct Query;\n#\n#[graphql_object]\n#[graphql(scalar = DefaultScalarValue)]\nimpl Query { fn persons(executor: &Executor<'_, '_, ()>) -> Vec { for field_name in executor.look_ahead().children().names() { dbg!(field_name); } // ...\n# unimplemented!() }\n}","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Look-ahead","id":"86","title":"Look-ahead"},"87":{"body":"Naturally, look-ahead machinery allows us to solve the N+1 problem by introspecting the requested fields and performing loading in batches eagerly, before actual resolving of those fields: # extern crate anyhow;\n# extern crate juniper;\n# use std::collections::HashMap;\n# use anyhow::anyhow;\n# use juniper::{graphql_object, Executor, GraphQLObject, ScalarValue};\n#\n# type CultId = i32;\n# type UserId = i32;\n#\n# struct Repository;\n#\n# impl juniper::Context for Repository {}\n#\n# impl Repository {\n# async fn load_cult_by_id(&self, cult_id: CultId) -> anyhow::Result> { unimplemented!() }\n# async fn load_cults_by_ids(&self, cult_ids: &[CultId]) -> anyhow::Result> { unimplemented!() }\n# async fn load_all_persons(&self) -> anyhow::Result> { unimplemented!() }\n# }\n# # enum Either {\n# Absent(L),\n# Loaded(R), # }\n#\n#[derive(Clone, GraphQLObject)]\nstruct Cult { id: CultId, name: String,\n} struct Person { id: UserId, name: String, cult: Either,\n} #[graphql_object]\n#[graphql(context = Repository)]\nimpl Person { fn id(&self) -> CultId { self.id } fn name(&self) -> &str { self.name.as_str() } async fn cult(&self, #[graphql(ctx)] repo: &Repository) -> anyhow::Result { match &self.cult { Either::Loaded(cult) => Ok(cult.clone()), Either::Absent(cult_id) => { // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id = ${cult_id} LIMIT 1 repo.load_cult_by_id(*cult_id) .await? .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\")) } } }\n} struct Query; #[graphql_object]\n#[graphql(context = Repository, scalar = S: ScalarValue)]\nimpl Query { async fn persons( #[graphql(ctx)] repo: &Repository, executor: &Executor<'_, '_, Repository, S>, ) -> anyhow::Result> { // Effectively performs the following SQL query: // SELECT id, name, cult_id FROM persons let mut persons = repo.load_all_persons().await?; // If the `Person.cult` field has been requested. if executor.look_ahead() .children() .iter() .any(|sel| sel.field_original_name() == \"cult\") { // Gather `Cult.id`s to load eagerly. let cult_ids = persons .iter() .filter_map(|p| { match &p.cult { Either::Absent(cult_id) => Some(*cult_id), // If for some reason a `Cult` is already loaded, // then just skip it. Either::Loaded(_) => None, } }) .collect::>(); // Load the necessary `Cult`s eagerly. // Effectively performs the following SQL query: // SELECT id, name FROM cults WHERE id IN (${cult_id1}, ${cult_id2}, ...) let cults = repo.load_cults_by_ids(&cult_ids).await?; // Populate `persons` with the loaded `Cult`s, so they do not perform // any SQL queries on resolving. for p in &mut persons { let Either::Absent(cult_id) = &p.cult else { continue; }; p.cult = Either::Loaded( cults.get(cult_id) .ok_or_else(|| anyhow!(\"No cult exists for ID `{cult_id}`\"))? .clone(), ); } } Ok(persons) }\n} And so, performing a GraphQL query which lead to N+1 problem query { persons { id name cult { id name } }\n} will lead to efficient SQL queries, just as expected: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id IN (1, 2, 3, 4);","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » N+1 problem","id":"87","title":"N+1 problem"},"88":{"body":"See more available look-ahead features in the API docs of the LookAheadSelection and the LookAheadChildren .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » More features","id":"88","title":"More features"},"89":{"body":"As a further evolution of the dealing with the N+1 problem via look-ahead , we may systematically remodel Rust types mapping to GraphQL ones in the way to encourage doing eager preloading of data for its fields and using the already preloaded data when resolving a particular field . At the moment, this approach is represented with the juniper-eager-loading crate for Juniper . NOTE : Since this library requires juniper-from-schema , it's best first to become familiar with it. From \"How this library works at a high level\" and \"A real example\" sections of juniper-eager-loading documentation:","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » Eager loading","id":"89","title":"Eager loading"},"9":{"body":"Juniper is a library that can be used in many contexts: it doesn't require a server, nor it has a dependency on a particular transport or serialization format. You can invoke the juniper::execute() directly to get a result for a GraphQL query: # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper;\nuse juniper::{ graphql_object, graphql_value, EmptyMutation, EmptySubscription, GraphQLEnum, Variables, }; #[derive(GraphQLEnum, Clone, Copy)]\nenum Episode { // Note, that the enum value will be automatically converted to the // `SCREAMING_SNAKE_CASE` variant, just as GraphQL conventions imply. NewHope, Empire, Jedi,\n} // Arbitrary context data.\nstruct Ctx(Episode); impl juniper::Context for Ctx {} struct Query; #[graphql_object]\n#[graphql(context = Ctx)]\nimpl Query { fn favorite_episode(context: &Ctx) -> Episode { context.0 }\n} type Schema = juniper::RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Create a context. let ctx = Ctx(Episode::NewHope); // Run the execution. let (res, _errors) = juniper::execute_sync( \"query { favoriteEpisode }\", None, &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &Variables::new(), &ctx, ).unwrap(); assert_eq!( res, graphql_value!({ \"favoriteEpisode\": \"NEW_HOPE\", }), );\n}","breadcrumbs":"Quickstart » Execution","id":"9","title":"Execution"},"90":{"body":"If you have a GraphQL type like this type User { id: Int! country: Country!\n} You might create the corresponding Rust model type like this: struct User { id: i32, country_id: i32,\n} However this approach has one big issue. How are you going to resolve the field User.country without doing a database query? All the resolver has access to is a User with a country_id field. It can't get the country without loading it from the database... Fundamentally these kinds of model structs don't work for eager loading with GraphQL. So this library takes a different approach. What if we created separate structs for the database models and the GraphQL models? Something like this: # fn main() {}\n#\nmod models { pub struct User { id: i32, country_id: i32 } pub struct Country { id: i32, }\n} struct User { user: models::User, country: HasOne,\n} struct Country { country: models::Country\n} enum HasOne { Loaded(T), NotLoaded,\n} Now we're able to resolve the query with code like this: Load all the users (first query). Map the users to a list of country ids. Load all the countries with those ids (second query). Pair up the users with the country with the correct id, so change User.country from HasOne::NotLoaded to HasOne::Loaded(matching_country). When resolving the GraphQL field User.country simply return the loaded country.","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » How this library works at a high level","id":"90","title":"How this library works at a high level"},"91":{"body":"use juniper::{Executor, FieldResult};\nuse juniper_eager_loading::{prelude::*, EagerLoading, HasOne};\nuse juniper_from_schema::graphql_schema;\nuse std::error::Error; // Define our GraphQL schema.\ngraphql_schema! { schema { query: Query } type Query { allUsers: [User!]! @juniper(ownership: \"owned\") } type User { id: Int! country: Country! } type Country { id: Int! }\n} // Our model types.\nmod models { use std::error::Error; use juniper_eager_loading::LoadFrom; #[derive(Clone)] pub struct User { pub id: i32, pub country_id: i32 } #[derive(Clone)] pub struct Country { pub id: i32, } // This trait is required for eager loading countries. // It defines how to load a list of countries from a list of ids. // Notice that `Context` is generic and can be whatever you want. // It will normally be your Juniper context which would contain // a database connection. impl LoadFrom for Country { type Error = Box; type Context = super::Context; fn load( employments: &[i32], field_args: &(), ctx: &Self::Context, ) -> Result, Self::Error> { // ... # unimplemented!() } }\n} // Our sample database connection type.\npub struct DbConnection; impl DbConnection { // Function that will load all the users. fn load_all_users(&self) -> Vec { // ... # unimplemented!() }\n} // Our Juniper context type which contains a database connection.\npub struct Context { db: DbConnection,\n} impl juniper::Context for Context {} // Our GraphQL user type.\n// `#[derive(EagerLoading)]` takes care of generating all the boilerplate code.\n#[derive(Clone, EagerLoading)]\n// You need to set the context and error type.\n#[eager_loading( context = Context, error = Box, // These match the default so you wouldn't have to specify them model = models::User, id = i32, root_model_field = user,\n)]\npub struct User { // This user model is used to resolve `User.id` user: models::User, // Setup a \"has one\" association between a user and a country. // // We could also have used `#[has_one(default)]` here. #[has_one( foreign_key_field = country_id, root_model_field = country, graphql_field = country, )] country: HasOne,\n} // And the GraphQL country type.\n#[derive(Clone, EagerLoading)]\n#[eager_loading(context = Context, error = Box)]\npub struct Country { country: models::Country,\n} // The root query GraphQL type.\npub struct Query; impl QueryFields for Query { // The resolver for `Query.allUsers`. fn field_all_users( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, User, Walked>, ) -> FieldResult> { let ctx = executor.context(); // Load the model users. let user_models = ctx.db.load_all_users(); // Turn the model users into GraphQL users. let mut users = User::from_db_models(&user_models); // Perform the eager loading. // `trail` is used to only eager load the fields that are requested. Because // we're using `QueryTrail`s from \"juniper_from_schema\" it would be a compile // error if we eager loaded associations that aren't requested in the query. User::eager_load_all_children_for_each(&mut users, &user_models, ctx, trail)?; Ok(users) }\n} impl UserFields for User { fn field_id( &self, executor: &Executor<'_, Context>, ) -> FieldResult<&i32> { Ok(&self.user.id) } fn field_country( &self, executor: &Executor<'_, Context>, trail: &QueryTrail<'_, Country, Walked>, ) -> FieldResult<&Country> { // This will unwrap the country from the `HasOne` or return an error if the // country wasn't loaded, or wasn't found in the database. Ok(self.country.try_unwrap()?) }\n} impl CountryFields for Country { fn field_id( &self, executor: &Executor<'_, Context>, ) -> FieldResult<&i32> { Ok(&self.country.id) }\n}\n#\n# fn main() {} For more details, check out the juniper-eager-loading documentation .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » A real example","id":"91","title":"A real example"},"92":{"body":"For a full example using eager loading in Juniper check out the davidpdrsn/graphql-app-example repository .","breadcrumbs":"Advanced Topics » N+1 problem » Look-ahead » Eager loading » Full example","id":"92","title":"Full 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\ No newline at end of file
diff --git a/types/enums.html b/types/enums.html
index e4eb0102b..05d04b510 100644
--- a/types/enums.html
+++ b/types/enums.html
@@ -178,7 +178,7 @@ 
    Enums
    
 
    GraphQL enum types, like scalar types, also represent leaf values in a GraphQL type system. However enum types describe the set of possible values.
    
 
    Enums are not references for a numeric value, but are unique values in their own right. They may serialize as a string: the name of the represented value.
    
 
-
    With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields:
    
+
    With Juniper a GraphQL enum may be defined by using the #[derive(GraphQLEnum)] attribute on a Rust enum as long as its variants do not have any fields:
    
 
    extern crate juniper;
 use juniper::GraphQLEnum;
 
@@ -285,7 +285,7 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLEnum)] attribute.
    
 
    
 
                     
diff --git a/types/input_objects.html b/types/input_objects.html
index a260ece4d..3d1fbdb95 100644
--- a/types/input_objects.html
+++ b/types/input_objects.html
@@ -178,7 +178,7 @@ 
    Input objects
 
    Fields may accept arguments to configure their behavior. These inputs are often scalars or enums, but they sometimes need to represent more complex values.
    
 
    A GraphQL input object defines a set of input fields; the input fields are either scalars, enums, or other input objects. This allows arguments to accept arbitrarily complex structs.
    
 
-
    In Juniper, defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct:
    
+
    In Juniper, defining a GraphQL input object is quite straightforward and similar to how trivial GraphQL objects are defined - by using the #[derive(GraphQLInputObject)] attribute on a Rust struct:
    
 
    #![allow(unused_variables)]
 extern crate juniper;
 use juniper::{graphql_object, GraphQLInputObject, GraphQLObject};
@@ -298,7 +298,7 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLInputObject)] attribute.
    
 
    
 
                     
diff --git a/types/interfaces.html b/types/interfaces.html
index c082e57b3..1cbce7441 100644
--- a/types/interfaces.html
+++ b/types/interfaces.html
@@ -184,7 +184,7 @@ 
    Interfaces
    
 
  • Either a struct, or a trait (in case fields have arguments), which acts only as a blueprint describing the required list of fields, and is not used in runtime at all.
    • 
 
  • An auto-generated enum, representing a dispatchable value-type for the GraphQL interfaces, which may be referred and returned by other fields.
    • 
 
-
    This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)]:
    
+
    This may be done by using either the #[graphql_interface] attribute or the #[derive(GraphQLInterface)]:
    
 
    extern crate juniper;
 use juniper::{graphql_interface, GraphQLInterface, GraphQLObject};
 
@@ -526,7 +526,7 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[graphql_interface] attribute.
    
+
    TIP: See more available features in the API docs of the #[graphql_interface] attribute.
    
 
    
 
                     
diff --git a/types/objects/complex_fields.html b/types/objects/complex_fields.html
index 8c765b71b..8880da14c 100644
--- a/types/objects/complex_fields.html
+++ b/types/objects/complex_fields.html
@@ -181,7 +181,7 @@ 
    Complex fields<
 
  • Defining a circular GraphQL object, where one of its fields returns the type itself.
    • 
 
  • Using some other (non-struct) Rust type to represent a GraphQL object.
    • 
 
-
    To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block, which turns its methods into GraphQL fields:
    
+
    To support these more complicated use cases, we need a way to define a GraphQL field as a function. In Juniper this is achievable by placing the #[graphql_object] attribute on an impl block, which turns its methods into GraphQL fields:
    
 
    extern crate juniper;
 use juniper::{graphql_object, GraphQLObject};
 
@@ -359,7 +359,7 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[graphql_object] attribute.
    
+
    TIP: See more available features in the API docs of the #[graphql_object] attribute.
    
 
    
 
                     
diff --git a/types/objects/error/field.html b/types/objects/error/field.html
index d992a7c1b..ef6b1c95e 100644
--- a/types/objects/error/field.html
+++ b/types/objects/error/field.html
@@ -207,12 +207,12 @@ 
    Field errors
 fn main() {}
    
-
    FieldResult<T> is an alias for Result<T, FieldError>, which is the error type all fallible fields must return. By using the ? operator, any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError.
    
+
    FieldResult<T> is an alias for Result<T, FieldError>, which is the error type all fallible fields must return. By using the ? operator, any type that implements the Display trait (which most of the error types out there do) can be automatically converted into a FieldError.
    
 
    
-
    TIP: If a custom conversion into a FieldError is needed (to fill up extensions, for example), the IntoFieldError trait should be implemented.
    
+
    TIP: If a custom conversion into a FieldError is needed (to fill up extensions, for example), the IntoFieldError trait should be implemented.
    
 
    
 
    
-
    NOTE: FieldErrors are GraphQL field errors and are not visible in a GraphQL schema in any way.
    
+
    NOTE: FieldErrors are GraphQL field errors and are not visible in a GraphQL schema in any way.
    
 
    
 
    Error payloads, null, and partial errors
    
 
    Juniper's error behavior conforms to the GraphQL specification.
    
@@ -259,7 +259,7 @@ 
    Additional information
    
-
    Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait:
    
+
    Sometimes it's desirable to return additional structured error information to clients. This can be accomplished by implementing the IntoFieldError trait:
    
 
    #[macro_use] extern crate juniper;
 use juniper::{graphql_object, FieldError, IntoFieldError, ScalarValue};
 
diff --git a/types/objects/index.html b/types/objects/index.html
index 4cdd16377..3599362e4 100644
--- a/types/objects/index.html
+++ b/types/objects/index.html
@@ -180,8 +180,8 @@ 
    Objects
    
 
    When declaring a GraphQL schema, most of the time we deal with GraphQL objects, because they are the only place where we actually define the behavior once schema gets executed.
    
 
    There are two ways to define a GraphQL object in Juniper:
    
 
      
-
    1. The easiest way, suitable for trivial cases, is to use the #[derive(GraphQLObject)] attribute on a struct, as described below.
      2. 
-
    2. The other way, using the #[graphql_object] attribute, is described in the "Complex fields" chapter.
      3. 
+
    3. The easiest way, suitable for trivial cases, is to use the #[derive(GraphQLObject)] attribute on a struct, as described below.
      4. 
+
    4. The other way, using the #[graphql_object] attribute, is described in the "Complex fields" chapter.
      5. 
 
    
 
    Trivial
    
 
    While any type in Rust can be exposed as a GraphQL object, the most common one is a struct:
    
@@ -197,7 +197,7 @@ 
    Trivial
    
     fn main() {}
    
 
    This creates a GraphQL object type called Person, with two fields: name of type String!, and age of type Int!. Because of Rust's type system, everything is exported as non-null by default.
    
 
    
-
    TIP: If a nullable field is required, the most obvious way is to use Option. Or Nullable for distinguishing between explicit and implicit nulls.
    
+
    TIP: If a nullable field is required, the most obvious way is to use Option. Or Nullable for distinguishing between explicit and implicit nulls.
    
 
    
 
    Documentation
    
 
    We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the defined GraphQL object type and its fields. Juniper will automatically use associated Rust doc comments as GraphQL descriptions:
    
@@ -314,7 +314,7 @@ 
    Ignoring
    
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLObject)] attribute.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLObject)] attribute.
    
 
    
 
    Relationships
    
 
    GraphQL object fields can be of any GraphQL type, except input objects.
    
diff --git a/types/scalars.html b/types/scalars.html
index 49b9e4c53..cb1312c55 100644
--- a/types/scalars.html
+++ b/types/scalars.html
@@ -193,7 +193,7 @@ 
    Built-in
    
 
 
    Custom
    
 
    We can create custom scalars for other primitive values, but they are still limited in the data types for representation, and only introduce additional semantic meaning. This, also, often requires coordination with the client library, intended to consume the API we're building.
    
-
    Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases).
    
+
    Custom scalars can be defined in Juniper by using either #[derive(GraphQLScalar)] or #[graphql_scalar] attributes, which do work pretty much the same way (except, #[derive(GraphQLScalar)] cannot be used on type aliases).
    
 
    Transparent delegation
    
 
    Quite often, we want to create a custom GraphQL scalar type by just wrapping an existing one, inheriting all its behavior. In Rust, this is often called as "newtype pattern". This may be achieved by providing a #[graphql(transparent)] attribute to the definition:
    
 
    extern crate juniper;
@@ -453,12 +453,12 @@ 
    Full behavior
 
 fn main() {}
    
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLScalar)] and #[graphql_scalar] attributes.
    
 
    
 
    Foreign
    
-
    For implementing custom scalars on foreign types there is #[graphql_scalar] attribute.
    
+
    For implementing custom scalars on foreign types there is #[graphql_scalar] attribute.
    
 
    
-
    NOTE: To satisfy orphan rules, we should provide a local ScalarValue implementation.
    
+
    NOTE: To satisfy orphan rules, we should provide a local ScalarValue implementation.
    
 
    
 
    extern crate juniper;
 mod date {
diff --git a/types/unions.html b/types/unions.html
index 69afa7173..e6ef5892a 100644
--- a/types/unions.html
+++ b/types/unions.html
@@ -178,7 +178,7 @@ 
    Unions
    
 
    GraphQL unions represent an object that could be one of a list of GraphQL object types, but provides for no guaranteed fields between those types. They also differ from interfaces in that object types declare what interfaces they implement, but are not aware of what unions contain them.
    
 
 
    From the server's point of view, GraphQL unions are somewhat similar to interfaces: the main difference is that they don't contain fields on their own, and so, we only need to represent a value, dispatchable into concrete objects.
    
-
    Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums. In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them:
    
+
    Obviously, the most straightforward approach to express GraphQL unions in Rust is to use enums. In Juniper this may be done by using #[derive(GraphQLInterface)] attribute on them:
    
 
    extern crate derive_more;
 extern crate juniper;
 use derive_more::From;
@@ -308,7 +308,7 @@ 
    Ignoring
    
 
    WARNING: It's the library user's responsibility to ensure that ignored enum variant is never returned from resolvers, otherwise resolving the GraphQL query will panic in runtime.
    
 
 
    
-
    TIP: See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.
    
+
    TIP: See more available features in the API docs of the #[derive(GraphQLUnion)] attribute.