From 4a057ebf09701e62469725fbc8c22d0f66791f40 Mon Sep 17 00:00:00 2001 From: Juniper Bot Date: Sun, 19 Jul 2020 01:35:25 +0000 Subject: [PATCH] Updated book for master ***NO_CI*** --- master/advanced/introspection.html | 4 +- master/advanced/non_struct_objects.html | 3 +- master/advanced/objects_and_generics.html | 3 +- master/advanced/subscriptions.html | 24 ++-- master/print.html | 149 +++++++++++++-------- master/quickstart.html | 7 +- master/schema/schemas_and_mutations.html | 9 +- master/searchindex.js | 2 +- master/searchindex.json | 2 +- master/types/enums.html | 9 +- master/types/input_objects.html | 6 +- master/types/objects/complex_fields.html | 12 +- master/types/objects/defining_objects.html | 27 ++-- master/types/objects/error_handling.html | 9 +- master/types/scalars.html | 9 +- master/types/unions.html | 27 ++-- 16 files changed, 192 insertions(+), 110 deletions(-) diff --git a/master/advanced/introspection.html b/master/advanced/introspection.html index 720546fc..1fb19fba 100644 --- a/master/advanced/introspection.html +++ b/master/advanced/introspection.html @@ -159,7 +159,9 @@ produced by issuing a specially crafted introspection query.

Juniper provides a convenience function to introspect the entire schema. The result can then be converted to JSON for use with tools and libraries such as graphql-client:

-
use juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat};
+
# extern crate juniper;
+# extern crate serde_json;
+use juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat};
 
 // Define our schema.
 
diff --git a/master/advanced/non_struct_objects.html b/master/advanced/non_struct_objects.html
index 9b56739c..335abf3f 100644
--- a/master/advanced/non_struct_objects.html
+++ b/master/advanced/non_struct_objects.html
@@ -143,7 +143,8 @@ at enums, but traits will work too - they don't have to be mapped into
 interfaces.

 
Using Result-like enums can be a useful way of reporting e.g. validation
 errors from a mutation:

-
# #[derive(juniper::GraphQLObject)] struct User { name: String }
+
# extern crate juniper;
+# #[derive(juniper::GraphQLObject)] struct User { name: String }
 
 #[derive(juniper::GraphQLObject)]
 struct ValidationError {
diff --git a/master/advanced/objects_and_generics.html b/master/advanced/objects_and_generics.html
index a5614e99..0a07be9d 100644
--- a/master/advanced/objects_and_generics.html
+++ b/master/advanced/objects_and_generics.html
@@ -146,7 +146,8 @@ not make e.g. Result<T, E> into a GraphQL type, but you c
 Result<User, String> into a GraphQL type.

 
Let's make a slightly more compact but generic implementation of the last
 chapter:

-
# #[derive(juniper::GraphQLObject)] struct User { name: String }
+
# extern crate juniper;
+# #[derive(juniper::GraphQLObject)] struct User { name: String }
 # #[derive(juniper::GraphQLObject)] struct ForumPost { title: String }
 
 #[derive(juniper::GraphQLObject)]
diff --git a/master/advanced/subscriptions.html b/master/advanced/subscriptions.html
index f68ad49c..1e57fbdb 100644
--- a/master/advanced/subscriptions.html
+++ b/master/advanced/subscriptions.html
@@ -155,19 +155,18 @@ juniper_subscriptions = { git = "https://github.com/graphql-rust/juniper&qu
 operations in your [Schema][Schema]. For subscriptions all fields/operations should be async and should return a Stream.

 
This example shows a subscription operation that returns two events, the strings Hello and World!
 sequentially:

-
# use juniper::http::GraphQLRequest;
-# use juniper::{DefaultScalarValue, FieldError, SubscriptionCoordinator};
-# use juniper_subscriptions::Coordinator;
-# use futures::{Stream, StreamExt};
+
# extern crate futures;
+# extern crate juniper;
+# extern crate juniper_subscriptions;
+# extern crate tokio;
+# use juniper::FieldError;
+# use futures::Stream;
 # use std::pin::Pin;
+#
 # #[derive(Clone)]
 # pub struct Database;
 # impl juniper::Context for Database {}
-# impl Database {
-#    fn new() -> Self {
-#        Self {}
-#    }
-# }
+
 # pub struct Query;
 # #[juniper::graphql_object(Context = Database)]
 # impl Query {
@@ -200,7 +199,12 @@ and shutdown logic.

 
While you can implement [SubscriptionCoordinator][SubscriptionCoordinator] yourself, Juniper contains a simple and generic implementation called [Coordinator][Coordinator].  The subscribe
 operation returns a [Future][Future] with an Item value of a Result<Connection, GraphQLError>,
 where [Connection][Connection] is a Stream of values returned by the operation and [GraphQLError][GraphQLError] is the error when the subscription fails.

-
# use juniper::http::GraphQLRequest;
+
# extern crate futures;
+# extern crate juniper;
+# extern crate juniper_subscriptions;
+# extern crate serde_json;
+# extern crate tokio;
+# use juniper::http::GraphQLRequest;
 # use juniper::{DefaultScalarValue, EmptyMutation, FieldError, RootNode, SubscriptionCoordinator};
 # use juniper_subscriptions::Coordinator;
 # use futures::{Stream, StreamExt};
diff --git a/master/print.html b/master/print.html
index 444deb93..2d3c4479 100644
--- a/master/print.html
+++ b/master/print.html
@@ -198,7 +198,8 @@ naturally map to GraphQL features, such as Option<T>, V
 types to a GraphQL schema. The most important one is the
 graphql_object procedural macro that is used for declaring an object with
 resolvers, which you will use for the Query and Mutation roots.

-
use juniper::{FieldResult, EmptySubscription};
+
# extern crate juniper;
+use juniper::{FieldResult, EmptySubscription};
 
 # struct DatabasePool;
 # impl DatabasePool {
@@ -291,7 +292,7 @@ impl Mutation {
     }
 }
 
-// A root schema consists of a query and a mutation.
+// A root schema consists of a query, a mutation, and a subscription.
 // Request queries can be executed against a RootNode.
 type Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription<Context>>;
 
@@ -333,7 +334,7 @@ impl Query {
 }
 
 
-// A root schema consists of a query and a mutation.
+// A root schema consists of a query, a mutation, and a subscription.
 // Request queries can be executed against a RootNode.
 type Schema = juniper::RootNode<'static, Query, EmptyMutation<Ctx>, EmptySubscription<Ctx>>;
 
@@ -390,7 +391,8 @@ is a struct.

 struct you want to expose, the easiest way is to use the custom derive
 attribute. The other way is described in the Complex fields
 chapter.

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -407,7 +409,8 @@ fact that GraphQL is self-documenting and add descriptions to the type and
 fields. Juniper will automatically use associated doc comments as GraphQL
 descriptions:

 
!FILENAME GraphQL descriptions via Rust doc comments

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 /// Information about a person
 struct Person {
     /// The person's full name, including both first and last names
@@ -421,7 +424,8 @@ struct Person {
 
Objects and fields without doc comments can instead set a description
 via the graphql attribute. The following example is equivalent to the above:

 
!FILENAME GraphQL descriptions via attribute

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 #[graphql(description="Information about a person")]
 struct Person {
     #[graphql(description="The person's full name, including both first and last names")]
@@ -435,7 +439,8 @@ struct Person {
 
Descriptions set via the graphql attribute take precedence over Rust
 doc comments. This enables internal Rust documentation and external GraphQL
 documentation to differ:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 #[graphql(description="This description shows up in GraphQL")]
 /// This description shows up in RustDoc
 struct Person {
@@ -463,7 +468,8 @@ or
 
 
 
Let's see what that means for building relationships between objects:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -483,7 +489,8 @@ objects.

 
Renaming fields

 
By default, struct fields are converted from Rust's standard snake_case naming
 convention into GraphQL's camelCase convention:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     first_name: String, // Would be exposed as firstName in the GraphQL schema
     last_name: String, // Exposed as lastName
@@ -493,7 +500,8 @@ struct Person {
 

 
You can override the name by using the graphql attribute on individual struct
 fields:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -506,7 +514,8 @@ struct Person {
 
Deprecating fields

 
To deprecate a field, you specify a deprecation reason using the graphql
 attribute:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -521,7 +530,8 @@ combined. Some restrictions from the GraphQL spec still applies though; you can
 only deprecate object fields and enum values.

 
Skipping fields

 
By default all fields in a GraphQLObject are included in the generated GraphQL type. To prevent including a specific field, annotate the field with #[graphql(skip)]:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -541,7 +551,8 @@ can be specified in this impl block. If you want to define normal m
 you have to do so in a separate, normal impl block. Continuing with the
 example from the last chapter, this is how you would define Person using the
 macro:

-

+
# extern crate juniper;
+
 struct Person {
     name: String,
     age: i32,
@@ -570,7 +581,8 @@ impl Person {
 

 
While this is a bit more verbose, it lets you write any kind of function in the
 field resolver. With this syntax, fields can also take arguments:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -597,7 +609,8 @@ chapter: Using contexts.

 
Like with the derive attribute, field names will be converted from snake_case
 to camelCase. If you need to override the conversion, you can simply rename
 the field. Also, the type name can be changed with an alias:

-

+
# extern crate juniper;
+
 struct Person {
 }
 
@@ -648,7 +661,8 @@ impl Person {
 
They can have custom descriptions and default values.

 
Note: The syntax for this is currently a little awkward.
 This will become better once the Rust RFC 2565 is implemented.

-

+
# extern crate juniper;
+
 struct Person {}
 
 #[juniper::graphql_object]
@@ -935,7 +949,8 @@ types. Strings are used to identify the problematic field name. Errors
 for a particular field are also returned as a string. In this example
 the 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 the user.

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 pub struct Item {
     name: String,
     quantity: i32,
@@ -1021,7 +1036,8 @@ GraphQL's type system to describe the errors more precisely.

 field is set if the validation for that particular field fails. You 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.

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 pub struct Item {
     name: String,
     quantity: i32,
@@ -1090,7 +1106,8 @@ errors when they occur.

 
In the following example, a theoretical database could fail
 and would generate errors. Since it is not common for the database to
 fail, the corresponding error is returned as a critical error:

-
# #[macro_use] extern crate juniper;
+
# // Only needed due to 2018 edition because the macro is not accessible.
+# #[macro_use] extern crate juniper;
 
 #[derive(juniper::GraphQLObject)]
 pub struct Item {
@@ -1176,7 +1193,8 @@ explore this approach in a real world application.

 
Enums in GraphQL are string constants grouped together to represent a set of
 possible values. Simple Rust enums can be converted to GraphQL enums by using a
 custom derive attribute:

-
#[derive(juniper::GraphQLEnum)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLEnum)]
 enum Episode {
     NewHope,
     Empire,
@@ -1189,7 +1207,8 @@ enum Episode {
 values for these variants are NEWHOPE, EMPIRE, and JEDI, respectively. If
 you want to override this, you can use the graphql attribute, similar to how
 it works when defining objects:

-
#[derive(juniper::GraphQLEnum)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLEnum)]
 enum Episode {
     #[graphql(name="NEW_HOPE")]
     NewHope,
@@ -1202,7 +1221,8 @@ enum Episode {
 
Documentation and deprecation

 
Just like when defining objects, the type itself can be renamed and documented,
 while individual enum variants can be renamed, documented, and deprecated:

-
#[derive(juniper::GraphQLEnum)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLEnum)]
 #[graphql(name="Episode", description="An episode of Star Wars")]
 enum StarWarsEpisode {
     #[graphql(deprecated="We don't really talk about this one")]
@@ -1426,7 +1446,8 @@ juniper::graphql_interface!(Character: () where Scalar = <S> |&self| {
 
Input objects are complex data structures that can be used as arguments to
 GraphQL fields. In Juniper, you can define input objects using a custom derive
 attribute, similar to simple objects and enums:

-
#[derive(juniper::GraphQLInputObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLInputObject)]
 struct Coordinate {
     latitude: f64,
     longitude: f64
@@ -1449,7 +1470,8 @@ impl Root {
 
Documentation and renaming

 
Just like the other derives, you can rename
 and add documentation to both the type and the fields:

-
#[derive(juniper::GraphQLInputObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLInputObject)]
 #[graphql(name="Coordinate", description="A position on the globe")]
 struct WorldCoordinate {
     #[graphql(name="lat", description="The latitude")]
@@ -1512,7 +1534,8 @@ crates. They are enabled via features that are on by default.

 
Often, you might need a custom scalar that just wraps an existing type.

 
This can be done with the newtype pattern and a custom derive, similar to how
 serde supports this pattern with #[serde(transparent)].

-
#[derive(juniper::GraphQLScalarValue)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLScalarValue)]
 pub struct UserId(i32);
 
 #[derive(juniper::GraphQLObject)]
@@ -1524,7 +1547,8 @@ struct User {
 

 
That's it, you can now user UserId in your schema.

 
The macro also allows for more customization:

-
/// You can use a doc comment to specify a description.
+
# extern crate juniper;
+/// You can use a doc comment to specify a description.
 #[derive(juniper::GraphQLScalarValue)]
 #[graphql(
     transparent,
@@ -1549,7 +1573,8 @@ purpose.

 
The example below is used just for illustration.

 
Note: the example assumes that the Date type implements
 std::fmt::Display and std::str::FromStr.

-
# mod date { 
+
# extern crate juniper;
+# mod date { 
 #    pub struct Date; 
 #    impl std::str::FromStr for Date{ 
 #        type Err = String; fn from_str(_value: &str) -> Result<Self, Self::Err> { unimplemented!() }
@@ -1599,7 +1624,8 @@ where
 
 
Enums

 
Most of the time, we just need a trivial and straightforward Rust enum to represent a GraphQL union.

-
# #![allow(dead_code)]
+
# extern crate juniper;
+# #[macro_use] extern crate derive_more;
 use derive_more::From;
 use juniper::{GraphQLObject, GraphQLUnion};
 
@@ -1630,7 +1656,9 @@ enum Character {
 
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 at runtime.

 
-
# use std::marker::PhantomData;
+
# extern crate juniper;
+# #[macro_use] extern crate derive_more;
+# use std::marker::PhantomData;
 use derive_more::From;
 use juniper::{GraphQLObject, GraphQLUnion};
 
@@ -1659,7 +1687,7 @@ enum Character<S> {
 

 
External resolver functions

 
If some custom logic is needed to resolve a GraphQL union variant, you may specify an external function to do so:

-
# #![allow(dead_code)]
+
# extern crate juniper;
 use juniper::{GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]
@@ -1700,7 +1728,7 @@ impl Character {
 # fn main() {}
 

 
With an external resolver function we can even declare a new GraphQL union variant where the Rust type is absent in the initial enum definition. The attribute syntax #[graphql(on VariantType = resolver_fn)] follows the GraphQL syntax for dispatching union variants.

-
# #![allow(dead_code)]
+
# extern crate juniper;
 use juniper::{GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]
@@ -1753,7 +1781,8 @@ impl Character {
 

 
Structs

 
Using Rust structs as GraphQL unions is very similar to using enums, with the nuance that specifying an external resolver function is the only way to declare a GraphQL union variant.

-
# use std::collections::HashMap;
+
# extern crate juniper;
+# use std::collections::HashMap;
 use juniper::{GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]
@@ -1804,7 +1833,8 @@ impl Character {
 
NOTICE:

 A trait has to be object safe, because schema resolvers will need to return a trait object to specify a GraphQL union behind it.

 
-
use juniper::{graphql_union, GraphQLObject};
+
# extern crate juniper;
+use juniper::{graphql_union, GraphQLObject};
 
 #[derive(GraphQLObject)]
 struct Human {
@@ -1837,7 +1867,7 @@ impl Character for Droid {
 

 
Custom context

 
If a context is required in a trait method to resolve a GraphQL union variant, specify it as an argument.

-
# #![allow(unused_variables)]
+
# extern crate juniper;
 # use std::collections::HashMap;
 use juniper::{graphql_union, GraphQLObject};
 
@@ -1884,7 +1914,8 @@ impl Character for Droid {
 

 
Ignoring trait methods

 
As with enums, we may want to omit some trait methods to be assumed as GraphQL union variants and ignore them.

-
use juniper::{graphql_union, GraphQLObject};
+
# extern crate juniper;
+use juniper::{graphql_union, GraphQLObject};
 
 #[derive(GraphQLObject)]
 struct Human {
@@ -1920,7 +1951,8 @@ impl Character for Droid {
 

 
External resolver functions

 
Similarly to enums and structs, it's not mandatory to use trait methods as GraphQL union variant resolvers. Instead, custom functions may be specified:

-
# use std::collections::HashMap;
+
# extern crate juniper;
+# use std::collections::HashMap;
 use juniper::{graphql_union, GraphQLObject};
 
 #[derive(GraphQLObject)]
@@ -1980,7 +2012,7 @@ fn get_droid<'db>(ch: &DynCharacter<'_>, ctx: &'db Database)
 

 
ScalarValue considerations

 
By default, #[derive(GraphQLUnion)] and #[graphql_union] macros generate code, which is generic over a ScalarValue type. This may introduce a problem when at least one of GraphQL union variants is restricted to a concrete ScalarValue type in its implementation. To resolve such problem, a concrete ScalarValue type should be specified:

-
# #![allow(dead_code)]
+
# extern crate juniper;
 use juniper::{DefaultScalarValue, GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]
@@ -2020,7 +2052,8 @@ object somewhere but never reference it, it will not be exposed in a schema.

 
The query root

 
The query root is just a GraphQL object. You define it like any other GraphQL
 object in Juniper, most commonly using the graphql_object proc macro:

-
# use juniper::FieldResult;
+
# extern crate juniper;
+# use juniper::FieldResult;
 # #[derive(juniper::GraphQLObject)] struct User { name: String }
 struct Root;
 
@@ -2037,7 +2070,8 @@ impl Root {
 
Mutations

 
Mutations are also just GraphQL objects. Each mutation is a single field
 that performs some mutating side-effect such as updating a database.

-
# use juniper::FieldResult;
+
# extern crate juniper;
+# use juniper::FieldResult;
 # #[derive(juniper::GraphQLObject)] struct User { name: String }
 struct Mutations;
 
@@ -2053,8 +2087,7 @@ impl Mutations {
 

 
Converting a Rust schema to the GraphQL Schema Language

 
Many tools in the GraphQL ecosystem require the schema to be defined in the GraphQL Schema Language. You can generate a GraphQL Schema Language representation of your schema defined in Rust using the schema-language feature (on by default):

-
# // Only needed due to 2018 edition because the macro is not accessible.
-# #[macro_use] extern crate juniper;
+
# extern crate juniper;
 use juniper::{FieldResult, EmptyMutation, EmptySubscription, RootNode};
 
 struct Query;
@@ -2303,7 +2336,9 @@ produced by issuing a specially crafted introspection query.

 
Juniper provides a convenience function to introspect the entire schema. The
 result can then be converted to JSON for use with tools and libraries such as
 graphql-client:

-
use juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat};
+
# extern crate juniper;
+# extern crate serde_json;
+use juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat};
 
 // Define our schema.
 
@@ -2356,7 +2391,8 @@ at enums, but traits will work too - they don't have to be mapped into
 interfaces.

 
Using Result-like enums can be a useful way of reporting e.g. validation
 errors from a mutation:

-
# #[derive(juniper::GraphQLObject)] struct User { name: String }
+
# extern crate juniper;
+# #[derive(juniper::GraphQLObject)] struct User { name: String }
 
 #[derive(juniper::GraphQLObject)]
 struct ValidationError {
@@ -2409,7 +2445,8 @@ not make e.g. Result<T, E> into a GraphQL type, but you c
 Result<User, String> into a GraphQL type.

 
Let's make a slightly more compact but generic implementation of the last
 chapter:

-
# #[derive(juniper::GraphQLObject)] struct User { name: String }
+
# extern crate juniper;
+# #[derive(juniper::GraphQLObject)] struct User { name: String }
 # #[derive(juniper::GraphQLObject)] struct ForumPost { title: String }
 
 #[derive(juniper::GraphQLObject)]
@@ -2696,19 +2733,18 @@ juniper_subscriptions = { git = "https://github.com/graphql-rust/juniper&qu
 operations in your [Schema][Schema]. For subscriptions all fields/operations should be async and should return a Stream.

 
This example shows a subscription operation that returns two events, the strings Hello and World!
 sequentially:

-
# use juniper::http::GraphQLRequest;
-# use juniper::{DefaultScalarValue, FieldError, SubscriptionCoordinator};
-# use juniper_subscriptions::Coordinator;
-# use futures::{Stream, StreamExt};
+
# extern crate futures;
+# extern crate juniper;
+# extern crate juniper_subscriptions;
+# extern crate tokio;
+# use juniper::FieldError;
+# use futures::Stream;
 # use std::pin::Pin;
+#
 # #[derive(Clone)]
 # pub struct Database;
 # impl juniper::Context for Database {}
-# impl Database {
-#    fn new() -> Self {
-#        Self {}
-#    }
-# }
+
 # pub struct Query;
 # #[juniper::graphql_object(Context = Database)]
 # impl Query {
@@ -2741,7 +2777,12 @@ and shutdown logic.

 
While you can implement [SubscriptionCoordinator][SubscriptionCoordinator] yourself, Juniper contains a simple and generic implementation called [Coordinator][Coordinator].  The subscribe
 operation returns a [Future][Future] with an Item value of a Result<Connection, GraphQLError>,
 where [Connection][Connection] is a Stream of values returned by the operation and [GraphQLError][GraphQLError] is the error when the subscription fails.

-
# use juniper::http::GraphQLRequest;
+
# extern crate futures;
+# extern crate juniper;
+# extern crate juniper_subscriptions;
+# extern crate serde_json;
+# extern crate tokio;
+# use juniper::http::GraphQLRequest;
 # use juniper::{DefaultScalarValue, EmptyMutation, FieldError, RootNode, SubscriptionCoordinator};
 # use juniper_subscriptions::Coordinator;
 # use futures::{Stream, StreamExt};
diff --git a/master/quickstart.html b/master/quickstart.html
index 343aa6a8..cbb84b2d 100644
--- a/master/quickstart.html
+++ b/master/quickstart.html
@@ -153,7 +153,8 @@ naturally map to GraphQL features, such as Option<T>, V
 types to a GraphQL schema. The most important one is the
 graphql_object procedural macro that is used for declaring an object with
 resolvers, which you will use for the Query and Mutation roots.

-
use juniper::{FieldResult, EmptySubscription};
+
# extern crate juniper;
+use juniper::{FieldResult, EmptySubscription};
 
 # struct DatabasePool;
 # impl DatabasePool {
@@ -246,7 +247,7 @@ impl Mutation {
     }
 }
 
-// A root schema consists of a query and a mutation.
+// A root schema consists of a query, a mutation, and a subscription.
 // Request queries can be executed against a RootNode.
 type Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription<Context>>;
 
@@ -288,7 +289,7 @@ impl Query {
 }
 
 
-// A root schema consists of a query and a mutation.
+// A root schema consists of a query, a mutation, and a subscription.
 // Request queries can be executed against a RootNode.
 type Schema = juniper::RootNode<'static, Query, EmptyMutation<Ctx>, EmptySubscription<Ctx>>;
 
diff --git a/master/schema/schemas_and_mutations.html b/master/schema/schemas_and_mutations.html
index 13c2b5e1..c6ca5c09 100644
--- a/master/schema/schemas_and_mutations.html
+++ b/master/schema/schemas_and_mutations.html
@@ -151,7 +151,8 @@ object somewhere but never reference it, it will not be exposed in a schema.

 
The query root

 
The query root is just a GraphQL object. You define it like any other GraphQL
 object in Juniper, most commonly using the graphql_object proc macro:

-
# use juniper::FieldResult;
+
# extern crate juniper;
+# use juniper::FieldResult;
 # #[derive(juniper::GraphQLObject)] struct User { name: String }
 struct Root;
 
@@ -168,7 +169,8 @@ impl Root {
 
Mutations

 
Mutations are also just GraphQL objects. Each mutation is a single field
 that performs some mutating side-effect such as updating a database.

-
# use juniper::FieldResult;
+
# extern crate juniper;
+# use juniper::FieldResult;
 # #[derive(juniper::GraphQLObject)] struct User { name: String }
 struct Mutations;
 
@@ -184,8 +186,7 @@ impl Mutations {
 

 
Converting a Rust schema to the GraphQL Schema Language

 
Many tools in the GraphQL ecosystem require the schema to be defined in the GraphQL Schema Language. You can generate a GraphQL Schema Language representation of your schema defined in Rust using the schema-language feature (on by default):

-
# // Only needed due to 2018 edition because the macro is not accessible.
-# #[macro_use] extern crate juniper;
+
# extern crate juniper;
 use juniper::{FieldResult, EmptyMutation, EmptySubscription, RootNode};
 
 struct Query;
diff --git a/master/searchindex.js b/master/searchindex.js
index b3393c3a..4971b946 100644
--- a/master/searchindex.js
+++ b/master/searchindex.js
@@ -1 +1 @@
-window.search = 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is a GraphQL server library for Rust. Build type-safe and fast API servers with minimal boilerplate and configuration. GraphQL is a data query language developed by Facebook intended to serve mobile and web application frontends. Juniper makes it possible to write GraphQL servers in Rust that are type-safe and blazingly fast. We also try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow. Juniper does not include a web server - instead it provides building blocks to make integration with existing servers straightforward. It optionally provides a pre-built integration for the Hyper , Iron , Rocket , and Warp frameworks, including embedded Graphiql for easy debugging. Cargo crate API Reference","breadcrumbs":"Juniper","id":"0","title":"Juniper"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification , including interfaces, unions, schema introspection, and validations. It does not, however, support the schema language. 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 e.g. [Episode] would be Option>> .","breadcrumbs":"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 your application uses. Juniper provides some convenient abstractions that try to make this process as painless as possible. Find out more in the individual chapters below. Defining objects Complex fields Using contexts Error handling Other types Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Type System","id":"10","title":"Type System"},"11":{"body":"While any type in Rust can be exposed as a GraphQL object, the most common one is a struct. There are two ways to create a GraphQL object in Juniper. If you've got a simple struct you want to expose, the easiest way is to use the custom derive attribute. The other way is described in the Complex fields chapter. #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} # fn main() {} This will create 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. If you need a nullable field, you can use Option . We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the type and fields. Juniper will automatically use associated doc comments as GraphQL descriptions: !FILENAME GraphQL descriptions via Rust doc comments #[derive(juniper::GraphQLObject)]\n/// Information about a person\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} # fn main() {} Objects and fields without doc comments can instead set a description via the graphql attribute. The following example is equivalent to the above: !FILENAME GraphQL descriptions via attribute #[derive(juniper::GraphQLObject)]\n#[graphql(description=\"Information about a person\")]\nstruct Person { #[graphql(description=\"The person's full name, including both first and last names\")] name: String, #[graphql(description=\"The person's age in years, rounded down\")] age: i32,\n} # fn main() {} Descriptions set via the graphql attribute take precedence over Rust doc comments. This enables internal Rust documentation and external GraphQL documentation to differ: #[derive(juniper::GraphQLObject)]\n#[graphql(description=\"This description shows up in GraphQL\")]\n/// This description shows up in RustDoc\nstruct Person { #[graphql(description=\"This description shows up in GraphQL\")] /// This description shows up in RustDoc name: String, /// This description shows up in both RustDoc and GraphQL age: i32,\n} # fn main() {}","breadcrumbs":"Defining objects","id":"11","title":"Defining objects"},"12":{"body":"You can only use the custom derive attribute under these circumstances: The annotated type is a struct , Every struct field is either A primitive type ( i32 , f64 , bool , String , juniper::ID ), or A valid custom GraphQL type, e.g. another struct marked with this attribute, or A container/reference containing any of the above, e.g. Vec , Box , Option Let's see what that means for building relationships between objects: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(juniper::GraphQLObject)]\nstruct House { address: Option, // Converted into String (nullable) inhabitants: Vec, // Converted into [Person!]!\n} # fn main() {} Because Person is a valid GraphQL type, you can have a Vec in a struct and it'll be automatically converted into a list of non-nullable Person objects.","breadcrumbs":"Relationships","id":"12","title":"Relationships"},"13":{"body":"By default, struct fields are converted from Rust's standard snake_case naming convention into GraphQL's camelCase convention: #[derive(juniper::GraphQLObject)]\nstruct Person { first_name: String, // Would be exposed as firstName in the GraphQL schema last_name: String, // Exposed as lastName\n} # fn main() {} You can override the name by using the graphql attribute on individual struct fields: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(name=\"websiteURL\")] website_url: Option, // Now exposed as websiteURL in the schema\n} # fn main() {}","breadcrumbs":"Renaming fields","id":"13","title":"Renaming fields"},"14":{"body":"To deprecate a field, you specify a deprecation reason using the graphql attribute: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the name field instead\")] first_name: String,\n} # fn main() {} The name , description , and deprecation arguments can of course be combined. Some restrictions from the GraphQL spec still applies though; you can only deprecate object fields and enum values.","breadcrumbs":"Deprecating fields","id":"14","title":"Deprecating fields"},"15":{"body":"By default all fields in a GraphQLObject are included in the generated GraphQL type. To prevent including a specific field, annotate the field with #[graphql(skip)] : #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(skip)] # #[allow(dead_code)] password_hash: String, // This cannot be queried or modified from GraphQL\n} # fn main() {}","breadcrumbs":"Skipping fields","id":"15","title":"Skipping fields"},"16":{"body":"If you've got a struct that can't be mapped directly to GraphQL, that contains computed fields or circular structures, you have to use a more powerful tool: the object procedural macro. This macro lets you define GraphQL object fields in a Rust impl block for a type. Note that only GraphQL fields can be specified in this impl block. If you want to define normal methods on the struct, you have to do so in a separate, normal impl block. Continuing with the example from the last chapter, this is how you would define Person using the macro: struct Person { name: String, age: i32,\n} #[juniper::graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age }\n} // Note that this syntax generates an implementation of the GraphQLType trait,\n// the base impl of your struct can still be written like usual:\nimpl Person { pub fn hidden_from_graphql(&self) { // [...] }\n} # fn main() { } While this is a bit more verbose, it lets you write any kind of function in the field resolver. With this syntax, fields can also take arguments: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} #[juniper::graphql_object]\nimpl House { // Creates the field inhabitantWithName(name), returning a nullable person fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n} # fn main() {} To access global data such as database connections or authentication information, a context is used. To learn more about this, see the next chapter: Using contexts .","breadcrumbs":"Defining objects » Complex fields","id":"16","title":"Complex fields"},"17":{"body":"Like with the derive attribute, field names will be converted from snake_case to camelCase . If you need to override the conversion, you can simply rename the field. Also, the type name can be changed with an alias: struct Person {\n} /// Doc comments are used as descriptions for GraphQL.\n#[juniper::graphql_object( // With this attribute you can change the public GraphQL name of the type. name = \"PersonObject\", // You can also specify a description here, which will overwrite // a doc comment description. description = \"...\",\n)]\nimpl Person { /// A doc comment on the field will also be used for GraphQL. #[graphql( // Or provide a description here. description = \"...\", )] fn doc_comment(&self) -> &str { \"\" } // Fields can also be renamed if required. #[graphql( name = \"myCustomFieldName\", )] fn renamed_field() -> bool { true } // Deprecations also work as you'd expect. // Both the standard Rust syntax and a custom attribute is accepted. #[deprecated(note = \"...\")] fn deprecated_standard() -> bool { false } #[graphql(deprecated = \"...\")] fn deprecated_graphql() -> bool { true }\n} # fn main() { }","breadcrumbs":"Defining objects » Description, renaming, and deprecation","id":"17","title":"Description, renaming, and deprecation"},"18":{"body":"Method field arguments can also be customized. They can have custom descriptions and default values. Note : The syntax for this is currently a little awkward. This will become better once the Rust RFC 2565 is implemented. struct Person {} #[juniper::graphql_object]\nimpl Person { #[graphql( arguments( arg1( // Set a default value which will be injected if not present. // The default can be any valid Rust expression, including a function call, etc. default = true, // Set a description. description = \"The first argument...\" ), arg2( default = 0, ) ) )] fn field1(&self, arg1: bool, arg2: i32) -> String { format!(\"{} {}\", arg1, arg2) }\n} # fn main() { }","breadcrumbs":"Defining objects » Customizing arguments","id":"18","title":"Customizing arguments"},"19":{"body":"GraphQL fields expose more features than Rust's standard method syntax gives us: Per-field description and deprecation messages Per-argument default values Per-argument descriptions These, and more features, are described more thorougly in the reference documentation .","breadcrumbs":"Defining objects » More features","id":"19","title":"More features"},"2":{"body":"","breadcrumbs":"Integrations","id":"2","title":"Integrations"},"20":{"body":"The context type is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. The context is usually created from a context factory . How this is defined is specific to the framework integration you're using, so check out the documentation for either the Iron or Rocket integration. In this chapter, we'll show you how to define a context type and use it in field resolvers. Let's say that we have a simple user database in a HashMap : # #![allow(dead_code)]\n# use std::collections::HashMap; struct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n} # fn main() { } We would like a friends field on User that returns a list of User objects. In order to write such a field though, the database must be queried. To solve this, we mark the Database as a valid context type and assign it to the user object. To gain access to the context, we need to specify an argument with the same type as the specified Context for the type: # use std::collections::HashMap;\nextern crate juniper; // This struct represents our context.\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} // Assign Database as the context type for User\n#[juniper::graphql_object( Context = Database,\n)]\nimpl User { // 3. Inject the context by specifying an argument // with the context type. // Note: // - the type must be a reference // - the name of the argument SHOULD be context fn friends(&self, context: &Database) -> Vec<&User> { // 5. Use the database to lookup users self.friend_ids.iter() .map(|id| context.users.get(id).expect(\"Could not find user with ID\")) .collect() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n} # fn main() { } You only get an immutable reference to the context, so if you want to affect change to the execution, you'll need to use interior mutability using e.g. RwLock or RefCell .","breadcrumbs":"Defining objects » Using contexts","id":"20","title":"Using contexts"},"21":{"body":"Error handling in GraphQL can be done in multiple ways. In the following two different error handling models are discussed: field results and GraphQL schema backed errors. Each approach has its advantages. Choosing the right error handling method depends on the requirements of the application--investigating both approaches is beneficial.","breadcrumbs":"Defining objects » Error handling","id":"21","title":"Error handling"},"22":{"body":"Rust provides two ways of dealing with errors: Result for recoverable errors and panic! for unrecoverable errors. Juniper does not do anything about panicking; it will bubble up to the surrounding framework and hopefully be dealt with there. For recoverable errors, Juniper works well with the built-in Result type, you can use the ? operator or the try! macro and things will generally just work as you expect them to: # extern crate juniper;\nuse std::{ str, path::PathBuf, fs::{File}, io::{Read},\n};\nuse juniper::FieldResult; struct Example { filename: PathBuf,\n} #[juniper::graphql_object]\nimpl Example { fn contents() -> 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]; match str::from_utf8(&invalid) { Ok(s) => Ok(Some(s.to_string())), Err(e) => Err(e)?, } }\n} # fn main() {} FieldResult is an alias for Result , which is the error type all fields must return. By using the ? operator or try! macro, any type that implements the Display trait - which are most of the error types out there - those errors are automatically converted into FieldError .","breadcrumbs":"Defining objects » Field Results","id":"22","title":"Field Results"},"23":{"body":"Juniper's error behavior conforms to the GraphQL specification . When a field returns an error, the field's result is replaced by null , an additional errors object is created at the top level of the response, and the execution is resumed. For example, with the previous example and the following query: { example { contents foo }\n} If str::from_utf8 resulted in a std::str::Utf8Error , the following would be returned: !FILENAME Response for nullable field with error { \"data\": { \"example\": { contents: \"\", foo: null, } }, \"errors\": [ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n} If an error is returned from a non-null field, such as the example above, the null value is propagated up to the first nullable parent field, or the root data object if there are no nullable fields. For example, with the following query: { example { contents }\n} If File::open() above resulted in std::io::ErrorKind::PermissionDenied , the following would be returned: !FILENAME Response for non-null field with error and no nullable parent { \"errors\": [ \"message\": \"Permission denied (os error 13)\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n}","breadcrumbs":"Defining objects » Error payloads, null , and partial errors","id":"23","title":"Error payloads, null , and partial errors"},"24":{"body":"Sometimes it is desirable to return additional structured error information to clients. This can be accomplished by implementing IntoFieldError : # #[macro_use] extern crate juniper;\nenum CustomError { WhateverNotSet,\n} impl juniper::IntoFieldError for CustomError { fn into_field_error(self) -> juniper::FieldError { match self { CustomError::WhateverNotSet => juniper::FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[juniper::graphql_object]\nimpl Example { fn whatever() -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n} # fn main() {} The specified structured error information is included in the extensions key: { \"errors\": [ \"message\": \"Whatever does not exist\", \"locations\": [{ \"line\": 2, \"column\": 4 }]), \"extensions\": { \"type\": \"NO_WHATEVER\" } ]\n}","breadcrumbs":"Defining objects » Structured errors","id":"24","title":"Structured errors"},"25":{"body":"Rust's model of errors can be adapted for GraphQL. Rust's panic is similar to a FieldError --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 the GraphQL schema so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two error classes: Critical errors that cannot be fixed by the user (e.g. a database error). Recoverable errors that can be fixed by the user (e.g. invalid input data). Critical errors are returned from resolvers as FieldErrors (from the previous section). Non-critical errors are part of the GraphQL schema and can be handled gracefully by clients. Similar to Rust, GraphQL allows similar error models with unions (see Unions).","breadcrumbs":"Defining objects » Errors Backed by GraphQL's Schema","id":"25","title":"Errors Backed by GraphQL's Schema"},"26":{"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. In this example the 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 the user. #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".to_string(), message: \"between 10 and 100\".to_string() }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".to_string(), message: \"between 1 and 10\".to_string() }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n} # fn main() {} Each function may have a different return type and depending on the input parameters a new result type is required. For example, adding a user requires a new result type which contains the variant Ok(User) instead of Ok(Item) . The client can send a mutation request and handle the resulting errors as shown in the following example: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} 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":"Defining objects » Example Input Validation (simple)","id":"26","title":"Example Input Validation (simple)"},"27":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL's type system to describe the errors more precisely. For each fallible input variable a field in a GraphQL object is created. The field is set if the validation for that particular field fails. You 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. #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n} # fn main() {} { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n} Expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client.","breadcrumbs":"Defining objects » Example Input Validation (complex)","id":"27","title":"Example Input Validation (complex)"},"28":{"body":"Our examples so far have only included non-critical errors. Providing errors inside the GraphQL schema still allows you 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 the database to fail, the corresponding error is returned as a critical error: # #[macro_use] extern crate juniper; #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> juniper::FieldError { match self { ApiError::Database => juniper::FieldError::new( \"Internal database error\", graphql_value!({ \"type\": \"DATABASE\" }), ), } }\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n} # fn main() {}","breadcrumbs":"Defining objects » Example Input Validation (complex with critical error)","id":"28","title":"Example Input Validation (complex with critical error)"},"29":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Defining objects » Additional Material","id":"29","title":"Additional Material"},"3":{"body":"Juniper has automatic integration with some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your Schemas automatically. uuid url chrono bson","breadcrumbs":"Data types","id":"3","title":"Data types"},"30":{"body":"The first approach discussed above--where every error is a critical error defined by FieldResult --is easier to implement. However, the client does not know what errors may occur and must instead infer what happened from the error string. This is brittle and could change over time due to either the client or server changing. Therefore, extensive integration testing between the client and server is required to maintain the implicit contract between the two. Encoding non-critical errors in the GraphQL schema makes the contract between the client and the server explicit. This allows the client to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into the GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Defining objects » Comparison","id":"30","title":"Comparison"},"31":{"body":"The GraphQL type system provides several types in additon to objects. Find out more about each type below: Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Other Types","id":"31","title":"Other Types"},"32":{"body":"Enums in GraphQL are string constants grouped together to represent a set of possible values. Simple Rust enums can be converted to GraphQL enums by using a custom derive attribute: #[derive(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} # fn main() {} Juniper converts all enum variants to uppercase, so the corresponding string values for these variants are NEWHOPE , EMPIRE , and JEDI , respectively. If you want to override this, you can use the graphql attribute, similar to how it works when defining objects : #[derive(juniper::GraphQLEnum)]\nenum Episode { #[graphql(name=\"NEW_HOPE\")] NewHope, Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Enums","id":"32","title":"Enums"},"33":{"body":"Just like when defining objects, the type itself can be renamed and documented, while individual enum variants can be renamed, documented, and deprecated: #[derive(juniper::GraphQLEnum)]\n#[graphql(name=\"Episode\", description=\"An episode of Star Wars\")]\nenum StarWarsEpisode { #[graphql(deprecated=\"We don't really talk about this one\")] ThePhantomMenace, #[graphql(name=\"NEW_HOPE\")] NewHope, #[graphql(description=\"Arguably the best one in the trilogy\")] Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Documentation and deprecation","id":"33","title":"Documentation and deprecation"},"34":{"body":"Name of Attribute Container Support Field Support context ✔ ? deprecated ✔ ✔ description ✔ ✔ interfaces ? ✘ name ✔ ✔ noasync ✔ ? scalar ✘ ? skip ? ✘ ✔: supported ✘: not supported ?: not available","breadcrumbs":"Other types » Supported Macro Attributes (Derive)","id":"34","title":"Supported Macro Attributes (Derive)"},"35":{"body":"GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust has unfortunately not a concept that maps perfectly to them. Because of this, defining interfaces in Juniper can require a little bit of boilerplate code, but on the other hand gives you full control over which type is backing your interface. To highlight a couple of different ways you can implement interfaces in Rust, let's have a look at the same end-result from a few different implementations:","breadcrumbs":"Other types » Interfaces","id":"35","title":"Interfaces"},"36":{"body":"Traits are maybe the most obvious concept you want to use when building interfaces. But because GraphQL supports downcasting while Rust doesn't, you'll have to manually specify how to convert a trait into a concrete type. This can be done in a couple of different ways:","breadcrumbs":"Other types » Traits","id":"36","title":"Traits"},"37":{"body":"#[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} trait Character { fn id(&self) -> &str; // Downcast methods, each concrete class will need to implement one of these fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() } fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() } fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n} juniper::graphql_interface!(<'a> &'a dyn Character: () as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |_| { // The left hand side indicates the concrete type T, the right hand // side should be an expression returning Option &Human => self.as_human(), &Droid => self.as_droid(), }\n}); # fn main() {} The instance_resolvers declaration lists all the implementors of the given interface and how to resolve them. As you can see, you lose a bit of the point with using traits: you need to list all the concrete types in the trait itself, and there's a bit of repetition going on.","breadcrumbs":"Other types » Downcasting via accessor methods","id":"37","title":"Downcasting via accessor methods"},"38":{"body":"If you can afford an extra database lookup when the concrete class is requested, you can do away with the downcast methods and use the context instead. Here, we'll use two hashmaps, but this could be two tables and some SQL calls instead: # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} trait Character { fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} juniper::graphql_interface!(<'a> &'a dyn Character: Database as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |&context| { &Human => context.humans.get(self.id()), &Droid => context.droids.get(self.id()), }\n}); # fn main() {} This removes the need of downcast methods, but still requires some repetition.","breadcrumbs":"Other types » Using an extra database lookup","id":"38","title":"Using an extra database lookup"},"39":{"body":"Continuing on from the last example, the trait itself seems a bit unneccesary. Maybe it can just be a struct containing the ID? # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} struct Character { id: String,\n} juniper::graphql_interface!(Character: Database where Scalar =  |&self| { field id() -> &str { self.id.as_str() } instance_resolvers: |&context| { &Human => context.humans.get(&self.id), &Droid => context.droids.get(&self.id), }\n}); # fn main() {} This reduces repetition some more, but might be impractical if the interface's surface area is large.","breadcrumbs":"Other types » Placeholder objects","id":"39","title":"Placeholder objects"},"4":{"body":"hyper rocket iron warp","breadcrumbs":"Web Frameworks","id":"4","title":"Web Frameworks"},"40":{"body":"Using enums and pattern matching lies half-way between using traits and using placeholder objects. We don't need the extra database call in this case, so we'll remove it. #[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} # #[allow(dead_code)]\nenum Character { Human(Human), Droid(Droid),\n} juniper::graphql_interface!(Character: () where Scalar =  |&self| { field id() -> &str { match *self { Character::Human(Human { ref id, .. }) | Character::Droid(Droid { ref id, .. }) => id, } } instance_resolvers: |_| { &Human => match *self { Character::Human(ref h) => Some(h), _ => None }, &Droid => match *self { Character::Droid(ref d) => Some(d), _ => None }, }\n}); # fn main() {}","breadcrumbs":"Other types » Enums","id":"40","title":"Enums"},"41":{"body":"Input objects are complex data structures that can be used as arguments to GraphQL fields. In Juniper, you can define input objects using a custom derive attribute, similar to simple objects and enums: #[derive(juniper::GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Input objects","id":"41","title":"Input objects"},"42":{"body":"Just like the other derives , you can rename and add documentation to both the type and the fields: #[derive(juniper::GraphQLInputObject)]\n#[graphql(name=\"Coordinate\", description=\"A position on the globe\")]\nstruct WorldCoordinate { #[graphql(name=\"lat\", description=\"The latitude\")] latitude: f64, #[graphql(name=\"long\", description=\"The longitude\")] longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: WorldCoordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Documentation and renaming","id":"42","title":"Documentation and renaming"},"43":{"body":"Scalars are the primitive types at the leaves of a GraphQL query: numbers, strings, and booleans. You can create custom scalars to other primitive values, but this often requires coordination with the client library intended to consume the API you're building. Since any value going over the wire is eventually transformed into JSON, you're also limited in the data types you can use. There are two ways to define custom scalars. For simple scalars that just wrap a primitive type, you can use the newtype pattern with a custom derive. For more advanced use cases with custom validation, you can use the graphql_scalar proc macro.","breadcrumbs":"Other types » Scalars","id":"43","title":"Scalars"},"44":{"body":"Juniper has built-in support for: i32 as Int f64 as Float String and &str as String bool as Boolean juniper::ID as ID . This type is defined in the spec as a type that is serialized as a string but can be parsed from both a string and an integer. Note that there is no built-in support for i64 / u64 , as the GraphQL spec doesn't define any built-in scalars for i64 / u64 by default . You may wish to leverage a custom GraphQL scalar in your schema to support them. Third party types : Juniper has built-in support for a few additional types from common third party crates. They are enabled via features that are on by default. uuid::Uuid chrono::DateTime url::Url bson::oid::ObjectId","breadcrumbs":"Other types » Built-in scalars","id":"44","title":"Built-in scalars"},"45":{"body":"Often, you might need a custom scalar that just wraps an existing type. This can be done with the newtype pattern and a custom derive, similar to how serde supports this pattern with #[serde(transparent)] . #[derive(juniper::GraphQLScalarValue)]\npub struct UserId(i32); #[derive(juniper::GraphQLObject)]\nstruct User { id: UserId,\n} # fn main() {} That's it, you can now user UserId in your schema. The macro also allows for more customization: /// You can use a doc comment to specify a description.\n#[derive(juniper::GraphQLScalarValue)]\n#[graphql( transparent, // Overwrite the GraphQL type name. name = \"MyUserId\", // Specify a custom description. // A description in the attribute will overwrite a doc comment. description = \"My user id description\",\n)]\npub struct UserId(i32); # fn main() {}","breadcrumbs":"Other types » newtype pattern","id":"45","title":"newtype pattern"},"46":{"body":"For more complex situations where you also need custom parsing or validation, you can use the graphql_scalar proc macro. Typically, you represent your custom scalars as strings. The example below implements a custom scalar for a custom Date type. Note: juniper already has built-in support for the chrono::DateTime type via chrono feature, which is enabled by default and should be used for this purpose. The example below is used just for illustration. Note : the example assumes that the Date type implements std::fmt::Display and std::str::FromStr . # mod date { # pub struct Date; # impl std::str::FromStr for Date{ # type Err = String; fn from_str(_value: &str) -> Result { unimplemented!() }\n# }\n# // And we define how to represent date as a string.\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# } use juniper::{Value, ParseScalarResult, ParseScalarValue};\nuse date::Date; #[juniper::graphql_scalar(description = \"Date\")]\nimpl GraphQLScalar for Date where S: ScalarValue\n{ // Define how to convert your custom scalar into a primitive type. fn resolve(&self) -> Value { Value::scalar(self.to_string()) } // Define how to parse a primitive type into your custom scalar. fn from_input_value(v: &InputValue) -> Option { v.as_scalar_value() .and_then(|v| v.as_str()) .and_then(|s| s.parse().ok()) } // Define how to parse a string value. fn from_str<'a>(value: ScalarToken<'a>) -> ParseScalarResult<'a, S> { >::from_str(value) }\n} # fn main() {}","breadcrumbs":"Other types » Custom scalars","id":"46","title":"Custom scalars"},"47":{"body":"From the server's point of view, GraphQL unions are similar to interfaces - the only exception is that they don't contain fields on their own. For implementing GraphQL unions Juniper provides: #[derive(GraphQLUnion)] macro for enums and structs. #[graphql_union] for traits.","breadcrumbs":"Other types » Unions","id":"47","title":"Unions"},"48":{"body":"Most of the time, we just need a trivial and straightforward Rust enum to represent a GraphQL union . # #![allow(dead_code)]\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Enums","id":"48","title":"Enums"},"49":{"body":"In some rare situations we may want to omit exposing an enum variant in the GraphQL schema. 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. 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 at runtime . # use std::marker::PhantomData;\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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 `#[graphql(skip)]`, your choice _State(PhantomData),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring enum variants","id":"49","title":"Ignoring enum variants"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"API Stability","id":"5","title":"API Stability"},"50":{"body":"If some custom logic is needed to resolve a GraphQL union variant, you may specify an external function to do so: # #![allow(dead_code)]\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} pub struct CustomContext { droid: Droid,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\nenum Character { Human(Human), #[graphql(with = Character::droid_from_context)] Droid(Droid),\n} impl Character { // NOTICE: The function signature must contain `&self` and `&Context`, // and return `Option<&VariantType>`. fn droid_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Droid> { Some(&ctx.droid) }\n}\n#\n# fn main() {} With an external resolver function we can even declare a new GraphQL union variant where the Rust type is absent in the initial enum definition. The attribute syntax #[graphql(on VariantType = resolver_fn)] follows the GraphQL syntax for dispatching union variants . # #![allow(dead_code)]\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Ewok { id: String, is_funny: bool,\n} pub struct CustomContext { ewok: Ewok,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\n#[graphql(on Ewok = Character::ewok_from_context)]\nenum Character { Human(Human), Droid(Droid), #[graphql(ignore)] // or `#[graphql(skip)]`, your choice Ewok,\n} impl Character { fn ewok_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Ewok> { if let Self::Ewok = self { Some(&ctx.ewok) } else { None } }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"50","title":"External resolver functions"},"51":{"body":"Using Rust structs as GraphQL unions is very similar to using enums, with the nuance that specifying an external resolver function is the only way to declare a GraphQL union variant. # use std::collections::HashMap;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[derive(GraphQLUnion)]\n#[graphql( Context = Database, on Human = Character::get_human, on Droid = Character::get_droid,\n)]\nstruct Character { id: String,\n} impl Character { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human>{ ctx.humans.get(&self.id) } fn get_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid>{ ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Structs","id":"51","title":"Structs"},"52":{"body":"To use a Rust trait definition as a GraphQL union you need to use the #[graphql_union] macro. Rust doesn't allow derive macros on traits , so using #[derive(GraphQLUnion)] on traits doesn't work. NOTICE : A trait has to be object safe , because schema resolvers will need to return a trait object to specify a GraphQL union behind it. use juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { // NOTICE: The method signature must contain `&self` and return `Option<&VariantType>`. fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Traits","id":"52","title":"Traits"},"53":{"body":"If a context is required in a trait method to resolve a GraphQL union variant, specify it as an argument. # #![allow(unused_variables)]\n# use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\ntrait Character { // NOTICE: The method signature may optionally contain `&Context`. fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { None } fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { None }\n} impl Character for Human { fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(&self.id) }\n} impl Character for Droid { fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Custom context","id":"53","title":"Custom context"},"54":{"body":"As with enums, we may want to omit some trait methods to be assumed as GraphQL union variants and ignore them. use juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None } #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring trait methods","id":"54","title":"Ignoring trait methods"},"55":{"body":"Similarly to enums and structs, it's not mandatory to use trait methods as GraphQL union variant resolvers. Instead, custom functions may be specified: # use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\n#[graphql_union( on Human = DynCharacter::get_human, on Droid = get_droid,\n)]\ntrait Character { #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} // The trait object is always `Send` and `Sync`.\ntype DynCharacter<'a> = dyn Character + Send + Sync + 'a; impl<'a> DynCharacter<'a> { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(self.id()) }\n} // External resolver function doesn't have to be a method of a type.\n// It's only a matter of the function signature to match the requirements.\nfn get_droid<'db>(ch: &DynCharacter<'_>, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(ch.id())\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"55","title":"External resolver functions"},"56":{"body":"By default, #[derive(GraphQLUnion)] and #[graphql_union] macros generate code, which is generic over a ScalarValue type. This may introduce a problem when at least one of GraphQL union variants is restricted to a concrete ScalarValue type in its implementation. To resolve such problem, a concrete ScalarValue type should be specified: # #![allow(dead_code)]\nuse juniper::{DefaultScalarValue, GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Scalar = DefaultScalarValue)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLUnion)]\n#[graphql(Scalar = DefaultScalarValue)] // removing this line will fail compilation\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » ScalarValue considerations","id":"56","title":"ScalarValue considerations"},"57":{"body":"Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file. A schema consists of three types: a query object, a mutation object, and a subscription object. These three define the root query fields, mutations and subscriptions of the schema, respectively. The usage of subscriptions is a little different from the mutation and query objects, so there is a specific section that discusses them. 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. If mutation/subscription functionality is not needed, consider using EmptyMutation /[EmptySubscription][EmptySubscription]. 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 you define a GraphQL object somewhere but never reference it, it will not be exposed in a schema.","breadcrumbs":"Schemas","id":"57","title":"Schemas"},"58":{"body":"The query root is just a GraphQL object. You define it like any other GraphQL object in Juniper, most commonly using the graphql_object proc macro: # use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Root; #[juniper::graphql_object]\nimpl Root { fn userWithUsername(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"The query root","id":"58","title":"The query root"},"59":{"body":"Mutations are also just GraphQL objects. Each mutation is a single field that performs some mutating side-effect such as updating a database. # use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Mutations; #[juniper::graphql_object]\nimpl Mutations { fn signUpUser(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"Mutations","id":"59","title":"Mutations"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper. Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file.","breadcrumbs":"Quickstart","id":"6","title":"Quickstart"},"60":{"body":"Many tools in the GraphQL ecosystem require the schema to be defined in the GraphQL Schema Language . You can generate a GraphQL Schema Language representation of your schema defined in Rust using the schema-language feature (on by default): # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper;\nuse juniper::{FieldResult, EmptyMutation, EmptySubscription, RootNode}; struct Query; #[juniper::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 Schema Language. let result = schema.as_schema_language(); let expected = \"\\\ntype Query { hello: String!\n} schema { query: Query\n}\n\"; assert_eq!(result, expected);\n} Note the schema-language feature may be turned off if you do not need this functionality to reduce dependencies and speed up compile times. [EmptySubscription]: https://docs.rs/juniper/0.14.2/juniper/struct.EmptySubscription.html","breadcrumbs":"Converting a Rust schema to the GraphQL Schema Language","id":"60","title":"Converting a Rust schema to the GraphQL Schema Language"},"61":{"body":"To allow using Juniper with the HTTP server of your choice, it does not come with a built in HTTP server. To actually get a server up and running, there are multiple official and third-party integration crates that will get you there. Official Server Integrations Warp Rocket Iron Hyper Third Party Integrations Actix-Web Finchers Tsukuyomi","breadcrumbs":"Adding A Server","id":"61","title":"Adding A Server"},"62":{"body":"Juniper provides official integration crates for several popular Rust server libraries. Warp Rocket Iron Hyper","breadcrumbs":"Adding A Server » Official Server Integrations","id":"62","title":"Official Server Integrations"},"63":{"body":"Warp is a super-easy, composable, web server framework for warp speeds. The fundamental building block of warp is the Filter: they can be combined and composed to express rich requirements on requests. Warp is built on Hyper and works on Rust's stable channel. Juniper's Warp integration is contained in the juniper_warp crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_warp = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Warp","id":"63","title":"Integrating with Warp"},"64":{"body":"Rocket is a web framework for Rust that makes it simple to write fast web applications without sacrificing flexibility or type safety. All with minimal code. Rocket does not work on Rust's stable channel and instead requires the nightly channel. Juniper's Rocket integration is contained in the juniper_rocket crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_rocket = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Rocket","id":"64","title":"Integrating with Rocket"},"65":{"body":"Iron is a library that's been around for a while in the Rust sphere but lately hasn't seen much of development. Nevertheless, it's still a solid library with a familiar request/response/middleware architecture that works on Rust's stable channel. Juniper's Iron integration is contained in the juniper_iron crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_iron = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Iron","id":"65","title":"Integrating with Iron"},"66":{"body":"Let's start with a minimal schema and just get a GraphQL endpoint up and running. We use mount to attach the GraphQL handler at /graphql . The context_factory function will be executed on every request and can be used to set up database connections, read session token information from cookies, and set up other global data that the schema might require. In this example, we won't use any global data so we just return an empty value. extern crate juniper;\nextern crate juniper_iron;\nextern crate iron;\nextern crate mount; use mount::Mount;\nuse iron::prelude::*;\nuse juniper::EmptyMutation;\nuse juniper_iron::GraphQLHandler; fn context_factory(_: &mut Request) -> IronResult<()> { Ok(())\n} struct Root; #[juniper::graphql_object]\nimpl Root { fn foo() -> String { \"Bar\".to_owned() }\n} # #[allow(unreachable_code, unused_variables)]\nfn main() { let mut mount = Mount::new(); let graphql_endpoint = GraphQLHandler::new( context_factory, Root, EmptyMutation::<()>::new(), ); mount.mount(\"/graphql\", graphql_endpoint); let chain = Chain::new(mount); # return; Iron::new(chain).http(\"0.0.0.0:8080\").unwrap();\n}","breadcrumbs":"Adding A Server » Official Server Integrations » Basic integration","id":"66","title":"Basic integration"},"67":{"body":"If you want to access e.g. the source IP address of the request from a field resolver, you need to pass this data using Juniper's context feature . # extern crate juniper;\n# extern crate juniper_iron;\n# extern crate iron;\n# use iron::prelude::*;\nuse std::net::SocketAddr; struct Context { remote_addr: SocketAddr,\n} impl juniper::Context for Context {} fn context_factory(req: &mut Request) -> IronResult { Ok(Context { remote_addr: req.remote_addr })\n} struct Root; #[juniper::graphql_object( Context = Context,\n)]\nimpl Root { field my_addr(context: &Context) -> String { format!(\"Hello, you're coming from {}\", context.remote_addr) }\n} # fn main() {\n# let _graphql_endpoint = juniper_iron::GraphQLHandler::new(\n# context_factory,\n# Root,\n# juniper::EmptyMutation::::new(),\n# );\n# }","breadcrumbs":"Adding A Server » Official Server Integrations » Accessing data from the request","id":"67","title":"Accessing data from the request"},"68":{"body":"Hyper is a fast HTTP implementation that many other Rust web frameworks leverage. It offers asynchronous I/O via the tokio runtime and works on Rust's stable channel. Hyper is not a higher-level web framework and accordingly does not include ergonomic features such as simple endpoint routing, baked-in HTTP responses, or reusable middleware. For GraphQL, those aren't large downsides as all POSTs and GETs usually go through a single endpoint with a few clearly-defined response payloads. Juniper's Hyper integration is contained in the juniper_hyper crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_hyper = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Hyper","id":"68","title":"Integrating with Hyper"},"69":{"body":"There are several examples or third party integration crates that are not officially maintained by Juniper developers. Actix-Web","breadcrumbs":"Adding A Server » Third-Party Integrations","id":"69","title":"Third-Party Integrations"},"7":{"body":"!FILENAME Cargo.toml [dependencies]\njuniper = \"0.14.2\"","breadcrumbs":"Installation","id":"7","title":"Installation"},"70":{"body":"The chapters below cover some more advanced scenarios. Introspection Non-struct objects Objects and generics Multiple operations per request Dataloaders Subscriptions","breadcrumbs":"Advanced Topics","id":"70","title":"Advanced Topics"},"71":{"body":"GraphQL defines a special built-in top-level field called __schema . Querying for this field allows one to introspect the schema at runtime to see what queries and mutations the GraphQL server supports. Because introspection queries are just regular GraphQL queries, Juniper supports them natively. For example, to get all the names of the types supported one could execute the following query against Juniper: { __schema { types { name } }\n}","breadcrumbs":"Advanced Topics » Introspection","id":"71","title":"Introspection"},"72":{"body":"Many client libraries and tools in the GraphQL ecosystem require a complete representation of the server schema. Often this representation is in JSON and referred to as schema.json . A complete representation of the schema can be produced by issuing a specially crafted introspection query. Juniper provides a convenience function to introspect the entire schema. The result can then be converted to JSON for use with tools and libraries such as graphql-client : use juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat}; // Define our schema. #[derive(juniper::GraphQLObject)]\nstruct Example { id: String,\n} struct Context;\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( Context = Context,\n)]\nimpl Query { fn example(id: String) -> FieldResult { unimplemented!() }\n} type Schema = juniper::RootNode< 'static, Query, EmptyMutation, EmptySubscription\n>; fn main() { // Create a context object. let ctx = Context{}; // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &ctx, IntrospectionFormat::default(), ).unwrap(); // Convert introspection result to json. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n}","breadcrumbs":"Advanced Topics » Schema introspection output as JSON","id":"72","title":"Schema introspection output as JSON"},"73":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects. However, any Rust type can be mapped into a GraphQL object. In this chapter, we'll look at enums, but traits will work too - they don't have to be mapped into GraphQL interfaces. Using Result -like enums can be a useful way of reporting e.g. validation errors from a mutation: # #[derive(juniper::GraphQLObject)] struct User { name: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nenum SignUpResult { Ok(User), Error(Vec),\n} #[juniper::graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match *self { SignUpResult::Ok(ref user) => Some(user), SignUpResult::Error(_) => None, } } fn error(&self) -> Option<&Vec> { match *self { SignUpResult::Ok(_) => None, SignUpResult::Error(ref errors) => Some(errors) } }\n} # fn main() {} Here, we use an enum to decide whether a user's input data was valid or not, and it could be used as the result of e.g. a sign up mutation. While this is an example of how you could use something other than a struct to represent a GraphQL object, it's also an example on how you could implement error handling for \"expected\" errors - errors like validation errors. There are no hard rules on how to represent errors in GraphQL, but there are some comments from one of the authors of GraphQL on how they intended \"hard\" field errors to be used, and how to model expected errors.","breadcrumbs":"Advanced Topics » Non-struct objects","id":"73","title":"Non-struct objects"},"74":{"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 you can expose in GraphQL from Rust: no generic structs can be exposed - all type parameters must be bound. For example, you can not make e.g. Result into a GraphQL type, but you can make e.g. Result into a GraphQL type. Let's make a slightly more compact but generic implementation of the last chapter : # #[derive(juniper::GraphQLObject)] struct User { name: String }\n# #[derive(juniper::GraphQLObject)] struct ForumPost { title: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nstruct MutationResult(Result>); #[juniper::graphql_object( name = \"UserResult\",\n)]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} #[juniper::graphql_object( name = \"ForumPostResult\",\n)]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} # fn main() {} Here, we've made a wrapper around Result and exposed some concrete instantiations of Result as distinct GraphQL objects. The reason we needed the wrapper is of Rust's rules for when you can derive a trait - in this case, both Result and Juniper's internal GraphQL trait are from third-party sources. Because we're using generics, we also need to specify a name for our instantiated types. Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name.","breadcrumbs":"Advanced Topics » Objects and generics","id":"74","title":"Objects and generics"},"75":{"body":"The GraphQL standard generally assumes there will be one server request for each client operation you want to perform (such as a query or mutation). This is conceptually simple but has the potential to be inefficent. Some client libraries such as apollo-link-batch-http have added the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs that should be considered before batching requests. Juniper's server integration crates support multiple operations in a single HTTP request using JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. Server integration crates maintained by others are not required to support batch requests. Batch requests aren't part of the official GraphQL specification. Assuming an integration supports batch requests, for the following GraphQL query: { hero { name }\n} The json data to POST to the server for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be of the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} If you wanted to run the same query twice in a single HTTP request, the batched json data to POST to the server would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And the response would be of the form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Advanced Topics » Multiple operations per request","id":"75","title":"Multiple operations per request"},"76":{"body":"A common issue with graphql servers is how the resolvers query their datasource. This issue results in a large number of unneccessary database queries or http requests. Say you were wanting to list a bunch of cults people were in query { persons { id name cult { id name } }\n} What would be executed by a SQL database would be: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\n# ... Once the list of users has been returned, a separate query is run to find the cult of each user. You can see how this could quickly become a problem. A common solution to this is to introduce a dataloader . This can be done with Juniper using the crate cksac/dataloader-rs , which has two types of dataloaders; cached and non-cached. Cached Loader DataLoader provides a memoization cache, after .load() is called once with a given key, the resulting value is cached to eliminate redundant loads. DataLoader caching does not replace Redis, Memcache, 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 to your Application. (read more)","breadcrumbs":"Advanced Topics » Avoiding the N+1 Problem With Dataloaders","id":"76","title":"Avoiding the N+1 Problem With Dataloaders"},"77":{"body":"!FILENAME Cargo.toml [dependencies]\nactix-identity = \"0.2\"\nactix-rt = \"1.0\"\nactix-web = {version = \"2.0\", features = []}\njuniper = { git = \"https://github.com/graphql-rust/juniper\" }\nfutures = \"0.3\"\npostgres = \"0.15.2\"\ndataloader = \"0.12.0\"\nasync-trait = \"0.1.30\" // use dataloader::cached::Loader;\nuse dataloader::non_cached::Loader;\nuse dataloader::BatchFn;\nuse std::collections::HashMap;\nuse postgres::{Connection, TlsMode};\nuse std::env; pub fn get_db_conn() -> Connection { let pg_connection_string = env::var(\"DATABASE_URI\").expect(\"need a db uri\"); println!(\"Connecting to {}\", pg_connection_string); let conn = Connection::connect(&pg_connection_string[..], TlsMode::None).unwrap(); println!(\"Connection is fine\"); conn\n} #[derive(Debug, Clone)]\npub struct Cult { pub id: i32, pub name: String,\n} pub fn get_cult_by_ids(hashmap: &mut HashMap, ids: Vec) { let conn = get_db_conn(); for row in &conn .query(\"SELECT id, name FROM cults WHERE id = ANY($1)\", &[&ids]) .unwrap() { let cult = Cult { id: row.get(0), name: row.get(1), }; hashmap.insert(cult.id, cult); }\n} pub struct CultBatcher; #[async_trait]\nimpl BatchFn for CultBatcher { // A hashmap is used, as we need to return an array which maps each original key to a Cult. async fn load(&self, keys: &[i32]) -> HashMap { println!(\"load cult batch {:?}\", keys); let mut cult_hashmap = HashMap::new(); get_cult_by_ids(&mut cult_hashmap, keys.to_vec()); cult_hashmap }\n} pub type CultLoader = Loader; // To create a new loader\npub fn get_loader() -> CultLoader { Loader::new(CultBatcher) // Usually a DataLoader will coalesce all individual loads which occur // within a single frame of execution before calling your batch function with all requested keys. // However sometimes this behavior is not desirable or optimal. // Perhaps you expect requests to be spread out over a few subsequent ticks // See: https://github.com/cksac/dataloader-rs/issues/12 // More info: https://github.com/graphql/dataloader#batch-scheduling // A larger yield count will allow more requests to append to batch but will wait longer before actual load. .with_yield_count(100)\n} #[juniper::graphql_object(Context = Context)]\nimpl Cult { // your resolvers // To call the dataloader pub async fn cult_by_id(ctx: &Context, id: i32) -> Cult { ctx.cult_loader.load(id).await }\n}","breadcrumbs":"Advanced Topics » What does it look like?","id":"77","title":"What does it look like?"},"78":{"body":"Once created, a dataloader has the async functions .load() and .load_many() . In the above example cult_loader.load(id: i32).await returns Cult . If we had used cult_loader.load_many(Vec).await it would have returned Vec .","breadcrumbs":"Advanced Topics » How do I call them?","id":"78","title":"How do I call them?"},"79":{"body":"Dataloaders should be created per-request to avoid risk of bugs where one user is able to load cached/batched data from another user/ outside of its authenticated scope. Creating dataloaders within individual resolvers will prevent batching from occurring and will nullify the benefits of the dataloader. For example: When you declare your context use juniper; #[derive(Clone)]\npub struct Context { pub cult_loader: CultLoader,\n} impl juniper::Context for Context {} impl Context { pub fn new(cult_loader: CultLoader) -> Self { Self { cult_loader } }\n} Your handler for GraphQL (Note: instantiating context here keeps it per-request) pub async fn graphql( st: web::Data>, data: web::Json,\n) -> Result { // Context setup let cult_loader = get_loader(); let ctx = Context::new(cult_loader); // Execute let res = data.execute(&st, &ctx).await; let json = serde_json::to_string(&res).map_err(error::ErrorInternalServerError)?; Ok(HttpResponse::Ok() .content_type(\"application/json\") .body(json))\n}","breadcrumbs":"Advanced Topics » Where do I create my dataloaders?","id":"79","title":"Where do I create my dataloaders?"},"8":{"body":"Exposing simple enums and structs as GraphQL 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 , String , f64 , and i32 , references, and slices. 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 procedural macro that is used for declaring an object with resolvers, which you will use for the Query and Mutation roots. use juniper::{FieldResult, EmptySubscription}; # 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(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(juniper::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. #[derive(juniper::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\n// object macro.\n// Objects can have contexts that allow accessing shared state like a database\n// pool. struct Context { // Use your real database pool here. pool: DatabasePool,\n} // To make our context usable by Juniper, we have to implement a marker trait.\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( // Here we specify the context type for the object. // We need to do this in every type that // needs access to the context. Context = Context,\n)]\nimpl Query { fn apiVersion() -> &str { \"1.0\" } // Arguments to resolvers can either be simple types or input objects. // To gain access to the context, we specify a argument // that is a reference to the Context type. // Juniper automatically injects the correct context here. fn human(context: &Context, id: String) -> FieldResult { // Get a db connection. let connection = context.pool.get_connection()?; // Execute a db query. // Note the use of `?` to propagate errors. let human = connection.find_human(&id)?; // Return the result. Ok(human) }\n} // Now, we do the same for our Mutation type. struct Mutation; #[juniper::graphql_object( Context = Context,\n)]\nimpl Mutation { fn createHuman(context: &Context, new_human: NewHuman) -> FieldResult { let db = executor.context().pool.get_connection()?; let human: Human = db.insert_human(&new_human)?; Ok(human) }\n} // A root schema consists of a query and a mutation.\n// Request queries can be executed against a RootNode.\ntype Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription>; # fn main() {\n# let _ = Schema::new(Query, Mutation{}, EmptySubscription::new());\n# } We now have a very simple but functional schema for a GraphQL server! To actually serve the schema, see the guides for our various server integrations . Juniper is a library that can be used in many contexts--it does not require a server and it does not have a dependency on a particular transport or serialization format. You can invoke the executor directly to get a result for a query:","breadcrumbs":"Schema example","id":"8","title":"Schema example"},"80":{"body":"For a full example using Dataloaders and Context check out jayy-lmao/rust-graphql-docker .","breadcrumbs":"Advanced Topics » Further Example:","id":"80","title":"Further Example:"},"81":{"body":"","breadcrumbs":"Advanced Topics » Subscriptions","id":"81","title":"Subscriptions"},"82":{"body":"GraphQL subscriptions are a way to push data from the server to clients requesting real-time messages from the server. Subscriptions are similar to queries in that they specify a set of fields to be delivered to the client, but instead of immediately returning a single answer a result is sent every time a particular event happens on the server. In order to execute subscriptions you need a coordinator (that spawns connections) and a GraphQL object that can be resolved into a stream--elements of which will then be returned to the end user. The juniper_subscriptions crate provides a default connection implementation. Currently subscriptions are only supported on the master branch. Add the following to your Cargo.toml : [dependencies]\njuniper = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }\njuniper_subscriptions = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }","breadcrumbs":"Advanced Topics » How to achieve realtime data with GraphQL subscriptions","id":"82","title":"How to achieve realtime data with GraphQL subscriptions"},"83":{"body":"The Subscription is just a GraphQL object, similar to the query root and mutations object that you defined for the operations in your [Schema][Schema]. For subscriptions all fields/operations should be async and should return a Stream . This example shows a subscription operation that returns two events, the strings Hello and World! sequentially: # use juniper::http::GraphQLRequest;\n# use juniper::{DefaultScalarValue, FieldError, SubscriptionCoordinator};\n# use juniper_subscriptions::Coordinator;\n# use futures::{Stream, StreamExt};\n# use std::pin::Pin;\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# #[juniper::graphql_object(Context = Database)]\n# impl Query {\n# fn hello_world() -> &str {\n# \"Hello World!\"\n# }\n# }\npub struct Subscription; type StringStream = Pin> + Send>>; #[juniper::graphql_subscription(Context = Database)]\nimpl Subscription { async fn hello_world() -> StringStream { let stream = tokio::stream::iter(vec![ Ok(String::from(\"Hello\")), Ok(String::from(\"World!\")) ]); Box::pin(stream) }\n}\n# fn main () {}","breadcrumbs":"Advanced Topics » Schema Definition","id":"83","title":"Schema Definition"},"84":{"body":"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 ][SubscriptionCoordinator] trait provides coordination logic to enable functionality like DOS attack mitigation and resource limits. The [ SubscriptionCoordinator ][SubscriptionCoordinator] contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global subscription id for each subscription. Each time a connection is established, the [ SubscriptionCoordinator ][SubscriptionCoordinator] spawns a [ SubscriptionConnection ][SubscriptionConnection]. The [ SubscriptionConnection ][SubscriptionConnection] handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While you can implement [ SubscriptionCoordinator ][SubscriptionCoordinator] yourself, Juniper contains a simple and generic implementation called [ Coordinator ][Coordinator]. The subscribe operation returns a [ Future ][Future] with an Item value of a Result , where [ Connection ][Connection] is a Stream of values returned by the operation and [ GraphQLError ][GraphQLError] is the error when the subscription fails. # use juniper::http::GraphQLRequest;\n# use juniper::{DefaultScalarValue, EmptyMutation, FieldError, RootNode, SubscriptionCoordinator};\n# use juniper_subscriptions::Coordinator;\n# use futures::{Stream, StreamExt};\n# use std::pin::Pin;\n# use tokio::runtime::Runtime;\n# use tokio::task;\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# # #[juniper::graphql_object(Context = Database)]\n# impl Query {\n# fn hello_world() -> &str {\n# \"Hello World!\"\n# }\n# }\n# # pub struct Subscription;\n# # type StringStream = Pin> + Send>>;\n# # #[juniper::graphql_subscription(Context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream =\n# tokio::stream::iter(vec![Ok(String::from(\"Hello\")), Ok(String::from(\"World!\"))]);\n# Box::pin(stream)\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 req: GraphQLRequest = serde_json::from_str( r#\" { \"query\": \"subscription { helloWorld }\" } \"#, ) .unwrap(); let ctx = Database::new(); let mut conn = coordinator.subscribe(&req, &ctx).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n} # fn main() { }","breadcrumbs":"Advanced Topics » Coordinator","id":"84","title":"Coordinator"},"85":{"body":"Currently there is an example of subscriptions with [warp][warp], but it still in an alpha state. GraphQL over [WS][WS] is not fully supported yet and is non-standard. Warp Subscription Example Small Example [Coordinator]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Coordinator.html\n[SubscriptionCoordinator]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionCoordinator.html\n[Connection]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Connection.html\n[SubscriptionConnection]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionConnection.html [Future]: https://docs.rs/futures/0.3.4/futures/future/trait.Future.html\n[warp]: https://github.com/graphql-rust/juniper/tree/master/juniper_warp\n[WS]: https://github.com/apollographql/subscriptions-transport-ws/blob/master/PROTOCOL.md\n[GraphQLError]: https://docs.rs/juniper/0.14.2/juniper/enum.GraphQLError.html\n[Schema]: ../schema/schemas_and_mutations.md","breadcrumbs":"Advanced Topics » Web Integration and Examples","id":"85","title":"Web Integration and Examples"},"9":{"body":"You can invoke juniper::execute directly to run a GraphQL query: # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper;\nuse juniper::{FieldResult, Variables, EmptyMutation, EmptySubscription}; #[derive(juniper::GraphQLEnum, Clone, Copy)]\nenum Episode { NewHope, Empire, Jedi,\n} // Arbitrary context data.\nstruct Ctx(Episode); impl juniper::Context for Ctx {} struct Query; #[juniper::graphql_object( Context = Ctx,\n)]\nimpl Query { fn favoriteEpisode(context: &Ctx) -> FieldResult { Ok(context.0) }\n} // A root schema consists of a query and a mutation.\n// Request queries can be executed against a RootNode.\ntype Schema = juniper::RootNode<'static, Query, EmptyMutation, EmptySubscription>; fn main() { // Create a context object. let ctx = Ctx(Episode::NewHope); // Run the executor. let (res, _errors) = juniper::execute_sync( \"query { favoriteEpisode }\", None, &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &Variables::new(), &ctx, ).unwrap(); // Ensure the value matches. assert_eq!( res, 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is a GraphQL server library for Rust. Build type-safe and fast API servers with minimal boilerplate and configuration. GraphQL is a data query language developed by Facebook intended to serve mobile and web application frontends. Juniper makes it possible to write GraphQL servers in Rust that are type-safe and blazingly fast. We also try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow. Juniper does not include a web server - instead it provides building blocks to make integration with existing servers straightforward. It optionally provides a pre-built integration for the Hyper , Iron , Rocket , and Warp frameworks, including embedded Graphiql for easy debugging. Cargo crate API Reference","breadcrumbs":"Juniper","id":"0","title":"Juniper"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification , including interfaces, unions, schema introspection, and validations. It does not, however, support the schema language. 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 e.g. [Episode] would be Option>> .","breadcrumbs":"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 your application uses. Juniper provides some convenient abstractions that try to make this process as painless as possible. Find out more in the individual chapters below. Defining objects Complex fields Using contexts Error handling Other types Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Type System","id":"10","title":"Type System"},"11":{"body":"While any type in Rust can be exposed as a GraphQL object, the most common one is a struct. There are two ways to create a GraphQL object in Juniper. If you've got a simple struct you want to expose, the easiest way is to use the custom derive attribute. The other way is described in the Complex fields chapter. # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} # fn main() {} This will create 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. If you need a nullable field, you can use Option . We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the type and fields. Juniper will automatically use associated doc comments as GraphQL descriptions: !FILENAME GraphQL descriptions via Rust doc comments # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\n/// Information about a person\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} # fn main() {} Objects and fields without doc comments can instead set a description via the graphql attribute. The following example is equivalent to the above: !FILENAME GraphQL descriptions via attribute # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\n#[graphql(description=\"Information about a person\")]\nstruct Person { #[graphql(description=\"The person's full name, including both first and last names\")] name: String, #[graphql(description=\"The person's age in years, rounded down\")] age: i32,\n} # fn main() {} Descriptions set via the graphql attribute take precedence over Rust doc comments. This enables internal Rust documentation and external GraphQL documentation to differ: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\n#[graphql(description=\"This description shows up in GraphQL\")]\n/// This description shows up in RustDoc\nstruct Person { #[graphql(description=\"This description shows up in GraphQL\")] /// This description shows up in RustDoc name: String, /// This description shows up in both RustDoc and GraphQL age: i32,\n} # fn main() {}","breadcrumbs":"Defining objects","id":"11","title":"Defining objects"},"12":{"body":"You can only use the custom derive attribute under these circumstances: The annotated type is a struct , Every struct field is either A primitive type ( i32 , f64 , bool , String , juniper::ID ), or A valid custom GraphQL type, e.g. another struct marked with this attribute, or A container/reference containing any of the above, e.g. Vec , Box , Option Let's see what that means for building relationships between objects: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(juniper::GraphQLObject)]\nstruct House { address: Option, // Converted into String (nullable) inhabitants: Vec, // Converted into [Person!]!\n} # fn main() {} Because Person is a valid GraphQL type, you can have a Vec in a struct and it'll be automatically converted into a list of non-nullable Person objects.","breadcrumbs":"Relationships","id":"12","title":"Relationships"},"13":{"body":"By default, struct fields are converted from Rust's standard snake_case naming convention into GraphQL's camelCase convention: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { first_name: String, // Would be exposed as firstName in the GraphQL schema last_name: String, // Exposed as lastName\n} # fn main() {} You can override the name by using the graphql attribute on individual struct fields: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(name=\"websiteURL\")] website_url: Option, // Now exposed as websiteURL in the schema\n} # fn main() {}","breadcrumbs":"Renaming fields","id":"13","title":"Renaming fields"},"14":{"body":"To deprecate a field, you specify a deprecation reason using the graphql attribute: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the name field instead\")] first_name: String,\n} # fn main() {} The name , description , and deprecation arguments can of course be combined. Some restrictions from the GraphQL spec still applies though; you can only deprecate object fields and enum values.","breadcrumbs":"Deprecating fields","id":"14","title":"Deprecating fields"},"15":{"body":"By default all fields in a GraphQLObject are included in the generated GraphQL type. To prevent including a specific field, annotate the field with #[graphql(skip)] : # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(skip)] # #[allow(dead_code)] password_hash: String, // This cannot be queried or modified from GraphQL\n} # fn main() {}","breadcrumbs":"Skipping fields","id":"15","title":"Skipping fields"},"16":{"body":"If you've got a struct that can't be mapped directly to GraphQL, that contains computed fields or circular structures, you have to use a more powerful tool: the object procedural macro. This macro lets you define GraphQL object fields in a Rust impl block for a type. Note that only GraphQL fields can be specified in this impl block. If you want to define normal methods on the struct, you have to do so in a separate, normal impl block. Continuing with the example from the last chapter, this is how you would define Person using the macro: # extern crate juniper; struct Person { name: String, age: i32,\n} #[juniper::graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age }\n} // Note that this syntax generates an implementation of the GraphQLType trait,\n// the base impl of your struct can still be written like usual:\nimpl Person { pub fn hidden_from_graphql(&self) { // [...] }\n} # fn main() { } While this is a bit more verbose, it lets you write any kind of function in the field resolver. With this syntax, fields can also take arguments: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} #[juniper::graphql_object]\nimpl House { // Creates the field inhabitantWithName(name), returning a nullable person fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n} # fn main() {} To access global data such as database connections or authentication information, a context is used. To learn more about this, see the next chapter: Using contexts .","breadcrumbs":"Defining objects » Complex fields","id":"16","title":"Complex fields"},"17":{"body":"Like with the derive attribute, field names will be converted from snake_case to camelCase . If you need to override the conversion, you can simply rename the field. Also, the type name can be changed with an alias: # extern crate juniper; struct Person {\n} /// Doc comments are used as descriptions for GraphQL.\n#[juniper::graphql_object( // With this attribute you can change the public GraphQL name of the type. name = \"PersonObject\", // You can also specify a description here, which will overwrite // a doc comment description. description = \"...\",\n)]\nimpl Person { /// A doc comment on the field will also be used for GraphQL. #[graphql( // Or provide a description here. description = \"...\", )] fn doc_comment(&self) -> &str { \"\" } // Fields can also be renamed if required. #[graphql( name = \"myCustomFieldName\", )] fn renamed_field() -> bool { true } // Deprecations also work as you'd expect. // Both the standard Rust syntax and a custom attribute is accepted. #[deprecated(note = \"...\")] fn deprecated_standard() -> bool { false } #[graphql(deprecated = \"...\")] fn deprecated_graphql() -> bool { true }\n} # fn main() { }","breadcrumbs":"Defining objects » Description, renaming, and deprecation","id":"17","title":"Description, renaming, and deprecation"},"18":{"body":"Method field arguments can also be customized. They can have custom descriptions and default values. Note : The syntax for this is currently a little awkward. This will become better once the Rust RFC 2565 is implemented. # extern crate juniper; struct Person {} #[juniper::graphql_object]\nimpl Person { #[graphql( arguments( arg1( // Set a default value which will be injected if not present. // The default can be any valid Rust expression, including a function call, etc. default = true, // Set a description. description = \"The first argument...\" ), arg2( default = 0, ) ) )] fn field1(&self, arg1: bool, arg2: i32) -> String { format!(\"{} {}\", arg1, arg2) }\n} # fn main() { }","breadcrumbs":"Defining objects » Customizing arguments","id":"18","title":"Customizing arguments"},"19":{"body":"GraphQL fields expose more features than Rust's standard method syntax gives us: Per-field description and deprecation messages Per-argument default values Per-argument descriptions These, and more features, are described more thorougly in the reference documentation .","breadcrumbs":"Defining objects » More features","id":"19","title":"More features"},"2":{"body":"","breadcrumbs":"Integrations","id":"2","title":"Integrations"},"20":{"body":"The context type is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. The context is usually created from a context factory . How this is defined is specific to the framework integration you're using, so check out the documentation for either the Iron or Rocket integration. In this chapter, we'll show you how to define a context type and use it in field resolvers. Let's say that we have a simple user database in a HashMap : # #![allow(dead_code)]\n# use std::collections::HashMap; struct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n} # fn main() { } We would like a friends field on User that returns a list of User objects. In order to write such a field though, the database must be queried. To solve this, we mark the Database as a valid context type and assign it to the user object. To gain access to the context, we need to specify an argument with the same type as the specified Context for the type: # use std::collections::HashMap;\nextern crate juniper; // This struct represents our context.\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} // Assign Database as the context type for User\n#[juniper::graphql_object( Context = Database,\n)]\nimpl User { // 3. Inject the context by specifying an argument // with the context type. // Note: // - the type must be a reference // - the name of the argument SHOULD be context fn friends(&self, context: &Database) -> Vec<&User> { // 5. Use the database to lookup users self.friend_ids.iter() .map(|id| context.users.get(id).expect(\"Could not find user with ID\")) .collect() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n} # fn main() { } You only get an immutable reference to the context, so if you want to affect change to the execution, you'll need to use interior mutability using e.g. RwLock or RefCell .","breadcrumbs":"Defining objects » Using contexts","id":"20","title":"Using contexts"},"21":{"body":"Error handling in GraphQL can be done in multiple ways. In the following two different error handling models are discussed: field results and GraphQL schema backed errors. Each approach has its advantages. Choosing the right error handling method depends on the requirements of the application--investigating both approaches is beneficial.","breadcrumbs":"Defining objects » Error handling","id":"21","title":"Error handling"},"22":{"body":"Rust provides two ways of dealing with errors: Result for recoverable errors and panic! for unrecoverable errors. Juniper does not do anything about panicking; it will bubble up to the surrounding framework and hopefully be dealt with there. For recoverable errors, Juniper works well with the built-in Result type, you can use the ? operator or the try! macro and things will generally just work as you expect them to: # extern crate juniper;\nuse std::{ str, path::PathBuf, fs::{File}, io::{Read},\n};\nuse juniper::FieldResult; struct Example { filename: PathBuf,\n} #[juniper::graphql_object]\nimpl Example { fn contents() -> 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]; match str::from_utf8(&invalid) { Ok(s) => Ok(Some(s.to_string())), Err(e) => Err(e)?, } }\n} # fn main() {} FieldResult is an alias for Result , which is the error type all fields must return. By using the ? operator or try! macro, any type that implements the Display trait - which are most of the error types out there - those errors are automatically converted into FieldError .","breadcrumbs":"Defining objects » Field Results","id":"22","title":"Field Results"},"23":{"body":"Juniper's error behavior conforms to the GraphQL specification . When a field returns an error, the field's result is replaced by null , an additional errors object is created at the top level of the response, and the execution is resumed. For example, with the previous example and the following query: { example { contents foo }\n} If str::from_utf8 resulted in a std::str::Utf8Error , the following would be returned: !FILENAME Response for nullable field with error { \"data\": { \"example\": { contents: \"\", foo: null, } }, \"errors\": [ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n} If an error is returned from a non-null field, such as the example above, the null value is propagated up to the first nullable parent field, or the root data object if there are no nullable fields. For example, with the following query: { example { contents }\n} If File::open() above resulted in std::io::ErrorKind::PermissionDenied , the following would be returned: !FILENAME Response for non-null field with error and no nullable parent { \"errors\": [ \"message\": \"Permission denied (os error 13)\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n}","breadcrumbs":"Defining objects » Error payloads, null , and partial errors","id":"23","title":"Error payloads, null , and partial errors"},"24":{"body":"Sometimes it is desirable to return additional structured error information to clients. This can be accomplished by implementing IntoFieldError : # #[macro_use] extern crate juniper;\nenum CustomError { WhateverNotSet,\n} impl juniper::IntoFieldError for CustomError { fn into_field_error(self) -> juniper::FieldError { match self { CustomError::WhateverNotSet => juniper::FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[juniper::graphql_object]\nimpl Example { fn whatever() -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n} # fn main() {} The specified structured error information is included in the extensions key: { \"errors\": [ \"message\": \"Whatever does not exist\", \"locations\": [{ \"line\": 2, \"column\": 4 }]), \"extensions\": { \"type\": \"NO_WHATEVER\" } ]\n}","breadcrumbs":"Defining objects » Structured errors","id":"24","title":"Structured errors"},"25":{"body":"Rust's model of errors can be adapted for GraphQL. Rust's panic is similar to a FieldError --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 the GraphQL schema so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two error classes: Critical errors that cannot be fixed by the user (e.g. a database error). Recoverable errors that can be fixed by the user (e.g. invalid input data). Critical errors are returned from resolvers as FieldErrors (from the previous section). Non-critical errors are part of the GraphQL schema and can be handled gracefully by clients. Similar to Rust, GraphQL allows similar error models with unions (see Unions).","breadcrumbs":"Defining objects » Errors Backed by GraphQL's Schema","id":"25","title":"Errors Backed by GraphQL's Schema"},"26":{"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. In this example the 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 the user. # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".to_string(), message: \"between 10 and 100\".to_string() }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".to_string(), message: \"between 1 and 10\".to_string() }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n} # fn main() {} Each function may have a different return type and depending on the input parameters a new result type is required. For example, adding a user requires a new result type which contains the variant Ok(User) instead of Ok(Item) . The client can send a mutation request and handle the resulting errors as shown in the following example: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} 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":"Defining objects » Example Input Validation (simple)","id":"26","title":"Example Input Validation (simple)"},"27":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL's type system to describe the errors more precisely. For each fallible input variable a field in a GraphQL object is created. The field is set if the validation for that particular field fails. You 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. # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n} # fn main() {} { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n} Expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client.","breadcrumbs":"Defining objects » Example Input Validation (complex)","id":"27","title":"Example Input Validation (complex)"},"28":{"body":"Our examples so far have only included non-critical errors. Providing errors inside the GraphQL schema still allows you 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 the database to fail, the corresponding error is returned as a critical error: # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper; #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> juniper::FieldError { match self { ApiError::Database => juniper::FieldError::new( \"Internal database error\", graphql_value!({ \"type\": \"DATABASE\" }), ), } }\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n} # fn main() {}","breadcrumbs":"Defining objects » Example Input Validation (complex with critical error)","id":"28","title":"Example Input Validation (complex with critical error)"},"29":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Defining objects » Additional Material","id":"29","title":"Additional Material"},"3":{"body":"Juniper has automatic integration with some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your Schemas automatically. uuid url chrono bson","breadcrumbs":"Data types","id":"3","title":"Data types"},"30":{"body":"The first approach discussed above--where every error is a critical error defined by FieldResult --is easier to implement. However, the client does not know what errors may occur and must instead infer what happened from the error string. This is brittle and could change over time due to either the client or server changing. Therefore, extensive integration testing between the client and server is required to maintain the implicit contract between the two. Encoding non-critical errors in the GraphQL schema makes the contract between the client and the server explicit. This allows the client to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into the GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Defining objects » Comparison","id":"30","title":"Comparison"},"31":{"body":"The GraphQL type system provides several types in additon to objects. Find out more about each type below: Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Other Types","id":"31","title":"Other Types"},"32":{"body":"Enums in GraphQL are string constants grouped together to represent a set of possible values. Simple Rust enums can be converted to GraphQL enums by using a custom derive attribute: # extern crate juniper;\n#[derive(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} # fn main() {} Juniper converts all enum variants to uppercase, so the corresponding string values for these variants are NEWHOPE , EMPIRE , and JEDI , respectively. If you want to override this, you can use the graphql attribute, similar to how it works when defining objects : # extern crate juniper;\n#[derive(juniper::GraphQLEnum)]\nenum Episode { #[graphql(name=\"NEW_HOPE\")] NewHope, Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Enums","id":"32","title":"Enums"},"33":{"body":"Just like when defining objects, the type itself can be renamed and documented, while individual enum variants can be renamed, documented, and deprecated: # extern crate juniper;\n#[derive(juniper::GraphQLEnum)]\n#[graphql(name=\"Episode\", description=\"An episode of Star Wars\")]\nenum StarWarsEpisode { #[graphql(deprecated=\"We don't really talk about this one\")] ThePhantomMenace, #[graphql(name=\"NEW_HOPE\")] NewHope, #[graphql(description=\"Arguably the best one in the trilogy\")] Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Documentation and deprecation","id":"33","title":"Documentation and deprecation"},"34":{"body":"Name of Attribute Container Support Field Support context ✔ ? deprecated ✔ ✔ description ✔ ✔ interfaces ? ✘ name ✔ ✔ noasync ✔ ? scalar ✘ ? skip ? ✘ ✔: supported ✘: not supported ?: not available","breadcrumbs":"Other types » Supported Macro Attributes (Derive)","id":"34","title":"Supported Macro Attributes (Derive)"},"35":{"body":"GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust has unfortunately not a concept that maps perfectly to them. Because of this, defining interfaces in Juniper can require a little bit of boilerplate code, but on the other hand gives you full control over which type is backing your interface. To highlight a couple of different ways you can implement interfaces in Rust, let's have a look at the same end-result from a few different implementations:","breadcrumbs":"Other types » Interfaces","id":"35","title":"Interfaces"},"36":{"body":"Traits are maybe the most obvious concept you want to use when building interfaces. But because GraphQL supports downcasting while Rust doesn't, you'll have to manually specify how to convert a trait into a concrete type. This can be done in a couple of different ways:","breadcrumbs":"Other types » Traits","id":"36","title":"Traits"},"37":{"body":"#[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} trait Character { fn id(&self) -> &str; // Downcast methods, each concrete class will need to implement one of these fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() } fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() } fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n} juniper::graphql_interface!(<'a> &'a dyn Character: () as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |_| { // The left hand side indicates the concrete type T, the right hand // side should be an expression returning Option &Human => self.as_human(), &Droid => self.as_droid(), }\n}); # fn main() {} The instance_resolvers declaration lists all the implementors of the given interface and how to resolve them. As you can see, you lose a bit of the point with using traits: you need to list all the concrete types in the trait itself, and there's a bit of repetition going on.","breadcrumbs":"Other types » Downcasting via accessor methods","id":"37","title":"Downcasting via accessor methods"},"38":{"body":"If you can afford an extra database lookup when the concrete class is requested, you can do away with the downcast methods and use the context instead. Here, we'll use two hashmaps, but this could be two tables and some SQL calls instead: # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} trait Character { fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} juniper::graphql_interface!(<'a> &'a dyn Character: Database as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |&context| { &Human => context.humans.get(self.id()), &Droid => context.droids.get(self.id()), }\n}); # fn main() {} This removes the need of downcast methods, but still requires some repetition.","breadcrumbs":"Other types » Using an extra database lookup","id":"38","title":"Using an extra database lookup"},"39":{"body":"Continuing on from the last example, the trait itself seems a bit unneccesary. Maybe it can just be a struct containing the ID? # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} struct Character { id: String,\n} juniper::graphql_interface!(Character: Database where Scalar =  |&self| { field id() -> &str { self.id.as_str() } instance_resolvers: |&context| { &Human => context.humans.get(&self.id), &Droid => context.droids.get(&self.id), }\n}); # fn main() {} This reduces repetition some more, but might be impractical if the interface's surface area is large.","breadcrumbs":"Other types » Placeholder objects","id":"39","title":"Placeholder objects"},"4":{"body":"hyper rocket iron warp","breadcrumbs":"Web Frameworks","id":"4","title":"Web Frameworks"},"40":{"body":"Using enums and pattern matching lies half-way between using traits and using placeholder objects. We don't need the extra database call in this case, so we'll remove it. #[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} # #[allow(dead_code)]\nenum Character { Human(Human), Droid(Droid),\n} juniper::graphql_interface!(Character: () where Scalar =  |&self| { field id() -> &str { match *self { Character::Human(Human { ref id, .. }) | Character::Droid(Droid { ref id, .. }) => id, } } instance_resolvers: |_| { &Human => match *self { Character::Human(ref h) => Some(h), _ => None }, &Droid => match *self { Character::Droid(ref d) => Some(d), _ => None }, }\n}); # fn main() {}","breadcrumbs":"Other types » Enums","id":"40","title":"Enums"},"41":{"body":"Input objects are complex data structures that can be used as arguments to GraphQL fields. In Juniper, you can define input objects using a custom derive attribute, similar to simple objects and enums: # extern crate juniper;\n#[derive(juniper::GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Input objects","id":"41","title":"Input objects"},"42":{"body":"Just like the other derives , you can rename and add documentation to both the type and the fields: # extern crate juniper;\n#[derive(juniper::GraphQLInputObject)]\n#[graphql(name=\"Coordinate\", description=\"A position on the globe\")]\nstruct WorldCoordinate { #[graphql(name=\"lat\", description=\"The latitude\")] latitude: f64, #[graphql(name=\"long\", description=\"The longitude\")] longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: WorldCoordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Documentation and renaming","id":"42","title":"Documentation and renaming"},"43":{"body":"Scalars are the primitive types at the leaves of a GraphQL query: numbers, strings, and booleans. You can create custom scalars to other primitive values, but this often requires coordination with the client library intended to consume the API you're building. Since any value going over the wire is eventually transformed into JSON, you're also limited in the data types you can use. There are two ways to define custom scalars. For simple scalars that just wrap a primitive type, you can use the newtype pattern with a custom derive. For more advanced use cases with custom validation, you can use the graphql_scalar proc macro.","breadcrumbs":"Other types » Scalars","id":"43","title":"Scalars"},"44":{"body":"Juniper has built-in support for: i32 as Int f64 as Float String and &str as String bool as Boolean juniper::ID as ID . This type is defined in the spec as a type that is serialized as a string but can be parsed from both a string and an integer. Note that there is no built-in support for i64 / u64 , as the GraphQL spec doesn't define any built-in scalars for i64 / u64 by default . You may wish to leverage a custom GraphQL scalar in your schema to support them. Third party types : Juniper has built-in support for a few additional types from common third party crates. They are enabled via features that are on by default. uuid::Uuid chrono::DateTime url::Url bson::oid::ObjectId","breadcrumbs":"Other types » Built-in scalars","id":"44","title":"Built-in scalars"},"45":{"body":"Often, you might need a custom scalar that just wraps an existing type. This can be done with the newtype pattern and a custom derive, similar to how serde supports this pattern with #[serde(transparent)] . # extern crate juniper;\n#[derive(juniper::GraphQLScalarValue)]\npub struct UserId(i32); #[derive(juniper::GraphQLObject)]\nstruct User { id: UserId,\n} # fn main() {} That's it, you can now user UserId in your schema. The macro also allows for more customization: # extern crate juniper;\n/// You can use a doc comment to specify a description.\n#[derive(juniper::GraphQLScalarValue)]\n#[graphql( transparent, // Overwrite the GraphQL type name. name = \"MyUserId\", // Specify a custom description. // A description in the attribute will overwrite a doc comment. description = \"My user id description\",\n)]\npub struct UserId(i32); # fn main() {}","breadcrumbs":"Other types » newtype pattern","id":"45","title":"newtype pattern"},"46":{"body":"For more complex situations where you also need custom parsing or validation, you can use the graphql_scalar proc macro. Typically, you represent your custom scalars as strings. The example below implements a custom scalar for a custom Date type. Note: juniper already has built-in support for the chrono::DateTime type via chrono feature, which is enabled by default and should be used for this purpose. The example below is used just for illustration. Note : the example assumes that the Date type implements std::fmt::Display and std::str::FromStr . # extern crate juniper;\n# mod date { # pub struct Date; # impl std::str::FromStr for Date{ # type Err = String; fn from_str(_value: &str) -> Result { unimplemented!() }\n# }\n# // And we define how to represent date as a string.\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# } use juniper::{Value, ParseScalarResult, ParseScalarValue};\nuse date::Date; #[juniper::graphql_scalar(description = \"Date\")]\nimpl GraphQLScalar for Date where S: ScalarValue\n{ // Define how to convert your custom scalar into a primitive type. fn resolve(&self) -> Value { Value::scalar(self.to_string()) } // Define how to parse a primitive type into your custom scalar. fn from_input_value(v: &InputValue) -> Option { v.as_scalar_value() .and_then(|v| v.as_str()) .and_then(|s| s.parse().ok()) } // Define how to parse a string value. fn from_str<'a>(value: ScalarToken<'a>) -> ParseScalarResult<'a, S> { >::from_str(value) }\n} # fn main() {}","breadcrumbs":"Other types » Custom scalars","id":"46","title":"Custom scalars"},"47":{"body":"From the server's point of view, GraphQL unions are similar to interfaces - the only exception is that they don't contain fields on their own. For implementing GraphQL unions Juniper provides: #[derive(GraphQLUnion)] macro for enums and structs. #[graphql_union] for traits.","breadcrumbs":"Other types » Unions","id":"47","title":"Unions"},"48":{"body":"Most of the time, we just need a trivial and straightforward Rust enum to represent a GraphQL union . # extern crate juniper;\n# #[macro_use] extern crate derive_more;\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Enums","id":"48","title":"Enums"},"49":{"body":"In some rare situations we may want to omit exposing an enum variant in the GraphQL schema. 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. 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 at runtime . # extern crate juniper;\n# #[macro_use] extern crate derive_more;\n# use std::marker::PhantomData;\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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 `#[graphql(skip)]`, your choice _State(PhantomData),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring enum variants","id":"49","title":"Ignoring enum variants"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"API Stability","id":"5","title":"API Stability"},"50":{"body":"If some custom logic is needed to resolve a GraphQL union variant, you may specify an external function to do so: # extern crate juniper;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} pub struct CustomContext { droid: Droid,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\nenum Character { Human(Human), #[graphql(with = Character::droid_from_context)] Droid(Droid),\n} impl Character { // NOTICE: The function signature must contain `&self` and `&Context`, // and return `Option<&VariantType>`. fn droid_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Droid> { Some(&ctx.droid) }\n}\n#\n# fn main() {} With an external resolver function we can even declare a new GraphQL union variant where the Rust type is absent in the initial enum definition. The attribute syntax #[graphql(on VariantType = resolver_fn)] follows the GraphQL syntax for dispatching union variants . # extern crate juniper;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Ewok { id: String, is_funny: bool,\n} pub struct CustomContext { ewok: Ewok,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\n#[graphql(on Ewok = Character::ewok_from_context)]\nenum Character { Human(Human), Droid(Droid), #[graphql(ignore)] // or `#[graphql(skip)]`, your choice Ewok,\n} impl Character { fn ewok_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Ewok> { if let Self::Ewok = self { Some(&ctx.ewok) } else { None } }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"50","title":"External resolver functions"},"51":{"body":"Using Rust structs as GraphQL unions is very similar to using enums, with the nuance that specifying an external resolver function is the only way to declare a GraphQL union variant. # extern crate juniper;\n# use std::collections::HashMap;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[derive(GraphQLUnion)]\n#[graphql( Context = Database, on Human = Character::get_human, on Droid = Character::get_droid,\n)]\nstruct Character { id: String,\n} impl Character { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human>{ ctx.humans.get(&self.id) } fn get_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid>{ ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Structs","id":"51","title":"Structs"},"52":{"body":"To use a Rust trait definition as a GraphQL union you need to use the #[graphql_union] macro. Rust doesn't allow derive macros on traits , so using #[derive(GraphQLUnion)] on traits doesn't work. NOTICE : A trait has to be object safe , because schema resolvers will need to return a trait object to specify a GraphQL union behind it. # extern crate juniper;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { // NOTICE: The method signature must contain `&self` and return `Option<&VariantType>`. fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Traits","id":"52","title":"Traits"},"53":{"body":"If a context is required in a trait method to resolve a GraphQL union variant, specify it as an argument. # extern crate juniper;\n# use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\ntrait Character { // NOTICE: The method signature may optionally contain `&Context`. fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { None } fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { None }\n} impl Character for Human { fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(&self.id) }\n} impl Character for Droid { fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Custom context","id":"53","title":"Custom context"},"54":{"body":"As with enums, we may want to omit some trait methods to be assumed as GraphQL union variants and ignore them. # extern crate juniper;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None } #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring trait methods","id":"54","title":"Ignoring trait methods"},"55":{"body":"Similarly to enums and structs, it's not mandatory to use trait methods as GraphQL union variant resolvers. Instead, custom functions may be specified: # extern crate juniper;\n# use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\n#[graphql_union( on Human = DynCharacter::get_human, on Droid = get_droid,\n)]\ntrait Character { #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} // The trait object is always `Send` and `Sync`.\ntype DynCharacter<'a> = dyn Character + Send + Sync + 'a; impl<'a> DynCharacter<'a> { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(self.id()) }\n} // External resolver function doesn't have to be a method of a type.\n// It's only a matter of the function signature to match the requirements.\nfn get_droid<'db>(ch: &DynCharacter<'_>, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(ch.id())\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"55","title":"External resolver functions"},"56":{"body":"By default, #[derive(GraphQLUnion)] and #[graphql_union] macros generate code, which is generic over a ScalarValue type. This may introduce a problem when at least one of GraphQL union variants is restricted to a concrete ScalarValue type in its implementation. To resolve such problem, a concrete ScalarValue type should be specified: # extern crate juniper;\nuse juniper::{DefaultScalarValue, GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Scalar = DefaultScalarValue)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLUnion)]\n#[graphql(Scalar = DefaultScalarValue)] // removing this line will fail compilation\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » ScalarValue considerations","id":"56","title":"ScalarValue considerations"},"57":{"body":"Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file. A schema consists of three types: a query object, a mutation object, and a subscription object. These three define the root query fields, mutations and subscriptions of the schema, respectively. The usage of subscriptions is a little different from the mutation and query objects, so there is a specific section that discusses them. 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. If mutation/subscription functionality is not needed, consider using EmptyMutation /[EmptySubscription][EmptySubscription]. 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 you define a GraphQL object somewhere but never reference it, it will not be exposed in a schema.","breadcrumbs":"Schemas","id":"57","title":"Schemas"},"58":{"body":"The query root is just a GraphQL object. You define it like any other GraphQL object in Juniper, most commonly using the graphql_object proc macro: # extern crate juniper;\n# use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Root; #[juniper::graphql_object]\nimpl Root { fn userWithUsername(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"The query root","id":"58","title":"The query root"},"59":{"body":"Mutations are also just GraphQL objects. Each mutation is a single field that performs some mutating side-effect such as updating a database. # extern crate juniper;\n# use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Mutations; #[juniper::graphql_object]\nimpl Mutations { fn signUpUser(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"Mutations","id":"59","title":"Mutations"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper. Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file.","breadcrumbs":"Quickstart","id":"6","title":"Quickstart"},"60":{"body":"Many tools in the GraphQL ecosystem require the schema to be defined in the GraphQL Schema Language . You can generate a GraphQL Schema Language representation of your schema defined in Rust using the schema-language feature (on by default): # extern crate juniper;\nuse juniper::{FieldResult, EmptyMutation, EmptySubscription, RootNode}; struct Query; #[juniper::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 Schema Language. let result = schema.as_schema_language(); let expected = \"\\\ntype Query { hello: String!\n} schema { query: Query\n}\n\"; assert_eq!(result, expected);\n} Note the schema-language feature may be turned off if you do not need this functionality to reduce dependencies and speed up compile times. [EmptySubscription]: https://docs.rs/juniper/0.14.2/juniper/struct.EmptySubscription.html","breadcrumbs":"Converting a Rust schema to the GraphQL Schema Language","id":"60","title":"Converting a Rust schema to the GraphQL Schema Language"},"61":{"body":"To allow using Juniper with the HTTP server of your choice, it does not come with a built in HTTP server. To actually get a server up and running, there are multiple official and third-party integration crates that will get you there. Official Server Integrations Warp Rocket Iron Hyper Third Party Integrations Actix-Web Finchers Tsukuyomi","breadcrumbs":"Adding A Server","id":"61","title":"Adding A Server"},"62":{"body":"Juniper provides official integration crates for several popular Rust server libraries. Warp Rocket Iron Hyper","breadcrumbs":"Adding A Server » Official Server Integrations","id":"62","title":"Official Server Integrations"},"63":{"body":"Warp is a super-easy, composable, web server framework for warp speeds. The fundamental building block of warp is the Filter: they can be combined and composed to express rich requirements on requests. Warp is built on Hyper and works on Rust's stable channel. Juniper's Warp integration is contained in the juniper_warp crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_warp = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Warp","id":"63","title":"Integrating with Warp"},"64":{"body":"Rocket is a web framework for Rust that makes it simple to write fast web applications without sacrificing flexibility or type safety. All with minimal code. Rocket does not work on Rust's stable channel and instead requires the nightly channel. Juniper's Rocket integration is contained in the juniper_rocket crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_rocket = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Rocket","id":"64","title":"Integrating with Rocket"},"65":{"body":"Iron is a library that's been around for a while in the Rust sphere but lately hasn't seen much of development. Nevertheless, it's still a solid library with a familiar request/response/middleware architecture that works on Rust's stable channel. Juniper's Iron integration is contained in the juniper_iron crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_iron = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Iron","id":"65","title":"Integrating with Iron"},"66":{"body":"Let's start with a minimal schema and just get a GraphQL endpoint up and running. We use mount to attach the GraphQL handler at /graphql . The context_factory function will be executed on every request and can be used to set up database connections, read session token information from cookies, and set up other global data that the schema might require. In this example, we won't use any global data so we just return an empty value. extern crate juniper;\nextern crate juniper_iron;\nextern crate iron;\nextern crate mount; use mount::Mount;\nuse iron::prelude::*;\nuse juniper::EmptyMutation;\nuse juniper_iron::GraphQLHandler; fn context_factory(_: &mut Request) -> IronResult<()> { Ok(())\n} struct Root; #[juniper::graphql_object]\nimpl Root { fn foo() -> String { \"Bar\".to_owned() }\n} # #[allow(unreachable_code, unused_variables)]\nfn main() { let mut mount = Mount::new(); let graphql_endpoint = GraphQLHandler::new( context_factory, Root, EmptyMutation::<()>::new(), ); mount.mount(\"/graphql\", graphql_endpoint); let chain = Chain::new(mount); # return; Iron::new(chain).http(\"0.0.0.0:8080\").unwrap();\n}","breadcrumbs":"Adding A Server » Official Server Integrations » Basic integration","id":"66","title":"Basic integration"},"67":{"body":"If you want to access e.g. the source IP address of the request from a field resolver, you need to pass this data using Juniper's context feature . # extern crate juniper;\n# extern crate juniper_iron;\n# extern crate iron;\n# use iron::prelude::*;\nuse std::net::SocketAddr; struct Context { remote_addr: SocketAddr,\n} impl juniper::Context for Context {} fn context_factory(req: &mut Request) -> IronResult { Ok(Context { remote_addr: req.remote_addr })\n} struct Root; #[juniper::graphql_object( Context = Context,\n)]\nimpl Root { field my_addr(context: &Context) -> String { format!(\"Hello, you're coming from {}\", context.remote_addr) }\n} # fn main() {\n# let _graphql_endpoint = juniper_iron::GraphQLHandler::new(\n# context_factory,\n# Root,\n# juniper::EmptyMutation::::new(),\n# );\n# }","breadcrumbs":"Adding A Server » Official Server Integrations » Accessing data from the request","id":"67","title":"Accessing data from the request"},"68":{"body":"Hyper is a fast HTTP implementation that many other Rust web frameworks leverage. It offers asynchronous I/O via the tokio runtime and works on Rust's stable channel. Hyper is not a higher-level web framework and accordingly does not include ergonomic features such as simple endpoint routing, baked-in HTTP responses, or reusable middleware. For GraphQL, those aren't large downsides as all POSTs and GETs usually go through a single endpoint with a few clearly-defined response payloads. Juniper's Hyper integration is contained in the juniper_hyper crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_hyper = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Hyper","id":"68","title":"Integrating with Hyper"},"69":{"body":"There are several examples or third party integration crates that are not officially maintained by Juniper developers. Actix-Web","breadcrumbs":"Adding A Server » Third-Party Integrations","id":"69","title":"Third-Party Integrations"},"7":{"body":"!FILENAME Cargo.toml [dependencies]\njuniper = \"0.14.2\"","breadcrumbs":"Installation","id":"7","title":"Installation"},"70":{"body":"The chapters below cover some more advanced scenarios. Introspection Non-struct objects Objects and generics Multiple operations per request Dataloaders Subscriptions","breadcrumbs":"Advanced Topics","id":"70","title":"Advanced Topics"},"71":{"body":"GraphQL defines a special built-in top-level field called __schema . Querying for this field allows one to introspect the schema at runtime to see what queries and mutations the GraphQL server supports. Because introspection queries are just regular GraphQL queries, Juniper supports them natively. For example, to get all the names of the types supported one could execute the following query against Juniper: { __schema { types { name } }\n}","breadcrumbs":"Advanced Topics » Introspection","id":"71","title":"Introspection"},"72":{"body":"Many client libraries and tools in the GraphQL ecosystem require a complete representation of the server schema. Often this representation is in JSON and referred to as schema.json . A complete representation of the schema can be produced by issuing a specially crafted introspection query. Juniper provides a convenience function to introspect the entire schema. The result can then be converted to JSON for use with tools and libraries such as graphql-client : # extern crate juniper;\n# extern crate serde_json;\nuse juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat}; // Define our schema. #[derive(juniper::GraphQLObject)]\nstruct Example { id: String,\n} struct Context;\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( Context = Context,\n)]\nimpl Query { fn example(id: String) -> FieldResult { unimplemented!() }\n} type Schema = juniper::RootNode< 'static, Query, EmptyMutation, EmptySubscription\n>; fn main() { // Create a context object. let ctx = Context{}; // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &ctx, IntrospectionFormat::default(), ).unwrap(); // Convert introspection result to json. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n}","breadcrumbs":"Advanced Topics » Schema introspection output as JSON","id":"72","title":"Schema introspection output as JSON"},"73":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects. However, any Rust type can be mapped into a GraphQL object. In this chapter, we'll look at enums, but traits will work too - they don't have to be mapped into GraphQL interfaces. Using Result -like enums can be a useful way of reporting e.g. validation errors from a mutation: # extern crate juniper;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nenum SignUpResult { Ok(User), Error(Vec),\n} #[juniper::graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match *self { SignUpResult::Ok(ref user) => Some(user), SignUpResult::Error(_) => None, } } fn error(&self) -> Option<&Vec> { match *self { SignUpResult::Ok(_) => None, SignUpResult::Error(ref errors) => Some(errors) } }\n} # fn main() {} Here, we use an enum to decide whether a user's input data was valid or not, and it could be used as the result of e.g. a sign up mutation. While this is an example of how you could use something other than a struct to represent a GraphQL object, it's also an example on how you could implement error handling for \"expected\" errors - errors like validation errors. There are no hard rules on how to represent errors in GraphQL, but there are some comments from one of the authors of GraphQL on how they intended \"hard\" field errors to be used, and how to model expected errors.","breadcrumbs":"Advanced Topics » Non-struct objects","id":"73","title":"Non-struct objects"},"74":{"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 you can expose in GraphQL from Rust: no generic structs can be exposed - all type parameters must be bound. For example, you can not make e.g. Result into a GraphQL type, but you can make e.g. Result into a GraphQL type. Let's make a slightly more compact but generic implementation of the last chapter : # extern crate juniper;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\n# #[derive(juniper::GraphQLObject)] struct ForumPost { title: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nstruct MutationResult(Result>); #[juniper::graphql_object( name = \"UserResult\",\n)]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} #[juniper::graphql_object( name = \"ForumPostResult\",\n)]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} # fn main() {} Here, we've made a wrapper around Result and exposed some concrete instantiations of Result as distinct GraphQL objects. The reason we needed the wrapper is of Rust's rules for when you can derive a trait - in this case, both Result and Juniper's internal GraphQL trait are from third-party sources. Because we're using generics, we also need to specify a name for our instantiated types. Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name.","breadcrumbs":"Advanced Topics » Objects and generics","id":"74","title":"Objects and generics"},"75":{"body":"The GraphQL standard generally assumes there will be one server request for each client operation you want to perform (such as a query or mutation). This is conceptually simple but has the potential to be inefficent. Some client libraries such as apollo-link-batch-http have added the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs that should be considered before batching requests. Juniper's server integration crates support multiple operations in a single HTTP request using JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. Server integration crates maintained by others are not required to support batch requests. Batch requests aren't part of the official GraphQL specification. Assuming an integration supports batch requests, for the following GraphQL query: { hero { name }\n} The json data to POST to the server for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be of the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} If you wanted to run the same query twice in a single HTTP request, the batched json data to POST to the server would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And the response would be of the form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Advanced Topics » Multiple operations per request","id":"75","title":"Multiple operations per request"},"76":{"body":"A common issue with graphql servers is how the resolvers query their datasource. This issue results in a large number of unneccessary database queries or http requests. Say you were wanting to list a bunch of cults people were in query { persons { id name cult { id name } }\n} What would be executed by a SQL database would be: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\n# ... Once the list of users has been returned, a separate query is run to find the cult of each user. You can see how this could quickly become a problem. A common solution to this is to introduce a dataloader . This can be done with Juniper using the crate cksac/dataloader-rs , which has two types of dataloaders; cached and non-cached. Cached Loader DataLoader provides a memoization cache, after .load() is called once with a given key, the resulting value is cached to eliminate redundant loads. DataLoader caching does not replace Redis, Memcache, 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 to your Application. (read more)","breadcrumbs":"Advanced Topics » Avoiding the N+1 Problem With Dataloaders","id":"76","title":"Avoiding the N+1 Problem With Dataloaders"},"77":{"body":"!FILENAME Cargo.toml [dependencies]\nactix-identity = \"0.2\"\nactix-rt = \"1.0\"\nactix-web = {version = \"2.0\", features = []}\njuniper = { git = \"https://github.com/graphql-rust/juniper\" }\nfutures = \"0.3\"\npostgres = \"0.15.2\"\ndataloader = \"0.12.0\"\nasync-trait = \"0.1.30\" // use dataloader::cached::Loader;\nuse dataloader::non_cached::Loader;\nuse dataloader::BatchFn;\nuse std::collections::HashMap;\nuse postgres::{Connection, TlsMode};\nuse std::env; pub fn get_db_conn() -> Connection { let pg_connection_string = env::var(\"DATABASE_URI\").expect(\"need a db uri\"); println!(\"Connecting to {}\", pg_connection_string); let conn = Connection::connect(&pg_connection_string[..], TlsMode::None).unwrap(); println!(\"Connection is fine\"); conn\n} #[derive(Debug, Clone)]\npub struct Cult { pub id: i32, pub name: String,\n} pub fn get_cult_by_ids(hashmap: &mut HashMap, ids: Vec) { let conn = get_db_conn(); for row in &conn .query(\"SELECT id, name FROM cults WHERE id = ANY($1)\", &[&ids]) .unwrap() { let cult = Cult { id: row.get(0), name: row.get(1), }; hashmap.insert(cult.id, cult); }\n} pub struct CultBatcher; #[async_trait]\nimpl BatchFn for CultBatcher { // A hashmap is used, as we need to return an array which maps each original key to a Cult. async fn load(&self, keys: &[i32]) -> HashMap { println!(\"load cult batch {:?}\", keys); let mut cult_hashmap = HashMap::new(); get_cult_by_ids(&mut cult_hashmap, keys.to_vec()); cult_hashmap }\n} pub type CultLoader = Loader; // To create a new loader\npub fn get_loader() -> CultLoader { Loader::new(CultBatcher) // Usually a DataLoader will coalesce all individual loads which occur // within a single frame of execution before calling your batch function with all requested keys. // However sometimes this behavior is not desirable or optimal. // Perhaps you expect requests to be spread out over a few subsequent ticks // See: https://github.com/cksac/dataloader-rs/issues/12 // More info: https://github.com/graphql/dataloader#batch-scheduling // A larger yield count will allow more requests to append to batch but will wait longer before actual load. .with_yield_count(100)\n} #[juniper::graphql_object(Context = Context)]\nimpl Cult { // your resolvers // To call the dataloader pub async fn cult_by_id(ctx: &Context, id: i32) -> Cult { ctx.cult_loader.load(id).await }\n}","breadcrumbs":"Advanced Topics » What does it look like?","id":"77","title":"What does it look like?"},"78":{"body":"Once created, a dataloader has the async functions .load() and .load_many() . In the above example cult_loader.load(id: i32).await returns Cult . If we had used cult_loader.load_many(Vec).await it would have returned Vec .","breadcrumbs":"Advanced Topics » How do I call them?","id":"78","title":"How do I call them?"},"79":{"body":"Dataloaders should be created per-request to avoid risk of bugs where one user is able to load cached/batched data from another user/ outside of its authenticated scope. Creating dataloaders within individual resolvers will prevent batching from occurring and will nullify the benefits of the dataloader. For example: When you declare your context use juniper; #[derive(Clone)]\npub struct Context { pub cult_loader: CultLoader,\n} impl juniper::Context for Context {} impl Context { pub fn new(cult_loader: CultLoader) -> Self { Self { cult_loader } }\n} Your handler for GraphQL (Note: instantiating context here keeps it per-request) pub async fn graphql( st: web::Data>, data: web::Json,\n) -> Result { // Context setup let cult_loader = get_loader(); let ctx = Context::new(cult_loader); // Execute let res = data.execute(&st, &ctx).await; let json = serde_json::to_string(&res).map_err(error::ErrorInternalServerError)?; Ok(HttpResponse::Ok() .content_type(\"application/json\") .body(json))\n}","breadcrumbs":"Advanced Topics » Where do I create my dataloaders?","id":"79","title":"Where do I create my dataloaders?"},"8":{"body":"Exposing simple enums and structs as GraphQL 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 , String , f64 , and i32 , references, and slices. 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 procedural macro that is used for declaring an object with resolvers, which you will use for the Query and Mutation roots. # extern crate juniper;\nuse juniper::{FieldResult, EmptySubscription}; # 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(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(juniper::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. #[derive(juniper::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\n// object macro.\n// Objects can have contexts that allow accessing shared state like a database\n// pool. struct Context { // Use your real database pool here. pool: DatabasePool,\n} // To make our context usable by Juniper, we have to implement a marker trait.\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( // Here we specify the context type for the object. // We need to do this in every type that // needs access to the context. Context = Context,\n)]\nimpl Query { fn apiVersion() -> &str { \"1.0\" } // Arguments to resolvers can either be simple types or input objects. // To gain access to the context, we specify a argument // that is a reference to the Context type. // Juniper automatically injects the correct context here. fn human(context: &Context, id: String) -> FieldResult { // Get a db connection. let connection = context.pool.get_connection()?; // Execute a db query. // Note the use of `?` to propagate errors. let human = connection.find_human(&id)?; // Return the result. 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The juniper_subscriptions crate provides a default connection implementation. Currently subscriptions are only supported on the master branch. Add the following to your Cargo.toml : [dependencies]\njuniper = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }\njuniper_subscriptions = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }","breadcrumbs":"Advanced Topics » How to achieve realtime data with GraphQL subscriptions","id":"82","title":"How to achieve realtime data with GraphQL subscriptions"},"83":{"body":"The Subscription is just a GraphQL object, similar to the query root and mutations object that you defined for the operations in your [Schema][Schema]. For subscriptions all fields/operations should be async and should return a Stream . 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This can can bring down a server easily if not handled correctly. The [ SubscriptionCoordinator ][SubscriptionCoordinator] trait provides coordination logic to enable functionality like DOS attack mitigation and resource limits. The [ SubscriptionCoordinator ][SubscriptionCoordinator] contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global subscription id for each subscription. Each time a connection is established, the [ SubscriptionCoordinator ][SubscriptionCoordinator] spawns a [ SubscriptionConnection ][SubscriptionConnection]. The [ SubscriptionConnection ][SubscriptionConnection] handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While you can implement [ SubscriptionCoordinator ][SubscriptionCoordinator] yourself, Juniper contains a simple and generic implementation called [ Coordinator ][Coordinator]. The subscribe operation returns a [ Future ][Future] with an Item value of a Result , where [ Connection ][Connection] is a Stream of values returned by the operation and [ GraphQLError ][GraphQLError] is the error when the subscription fails. # extern crate futures;\n# extern crate juniper;\n# extern crate juniper_subscriptions;\n# extern crate serde_json;\n# extern crate tokio;\n# use juniper::http::GraphQLRequest;\n# use juniper::{DefaultScalarValue, EmptyMutation, FieldError, RootNode, SubscriptionCoordinator};\n# use juniper_subscriptions::Coordinator;\n# use futures::{Stream, StreamExt};\n# use std::pin::Pin;\n# use tokio::runtime::Runtime;\n# use tokio::task;\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# # #[juniper::graphql_object(Context = Database)]\n# impl Query {\n# fn hello_world() -> &str {\n# \"Hello World!\"\n# }\n# }\n# # pub struct Subscription;\n# # type StringStream = Pin> + Send>>;\n# # #[juniper::graphql_subscription(Context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream =\n# tokio::stream::iter(vec![Ok(String::from(\"Hello\")), Ok(String::from(\"World!\"))]);\n# Box::pin(stream)\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 req: GraphQLRequest = serde_json::from_str( r#\" { \"query\": \"subscription { helloWorld }\" } \"#, ) .unwrap(); let ctx = Database::new(); let mut conn = coordinator.subscribe(&req, &ctx).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n} # fn main() { }","breadcrumbs":"Advanced Topics » Coordinator","id":"84","title":"Coordinator"},"85":{"body":"Currently there is an example of subscriptions with [warp][warp], but it still in an alpha state. 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Warp Subscription Example Small Example [Coordinator]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Coordinator.html\n[SubscriptionCoordinator]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionCoordinator.html\n[Connection]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Connection.html\n[SubscriptionConnection]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionConnection.html [Future]: https://docs.rs/futures/0.3.4/futures/future/trait.Future.html\n[warp]: https://github.com/graphql-rust/juniper/tree/master/juniper_warp\n[WS]: https://github.com/apollographql/subscriptions-transport-ws/blob/master/PROTOCOL.md\n[GraphQLError]: https://docs.rs/juniper/0.14.2/juniper/enum.GraphQLError.html\n[Schema]: ../schema/schemas_and_mutations.md","breadcrumbs":"Advanced Topics » Web Integration and Examples","id":"85","title":"Web Integration and Examples"},"9":{"body":"You can invoke juniper::execute directly to run a GraphQL query: # // Only needed due to 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is a GraphQL server library for Rust. Build type-safe and fast API servers with minimal boilerplate and configuration. GraphQL is a data query language developed by Facebook intended to serve mobile and web application frontends. Juniper makes it possible to write GraphQL servers in Rust that are type-safe and blazingly fast. We also try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow. Juniper does not include a web server - instead it provides building blocks to make integration with existing servers straightforward. It optionally provides a pre-built integration for the Hyper , Iron , Rocket , and Warp frameworks, including embedded Graphiql for easy debugging. Cargo crate API Reference","breadcrumbs":"Juniper","id":"0","title":"Juniper"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification , including interfaces, unions, schema introspection, and validations. It does not, however, support the schema language. 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 e.g. [Episode] would be Option>> .","breadcrumbs":"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 your application uses. Juniper provides some convenient abstractions that try to make this process as painless as possible. Find out more in the individual chapters below. Defining objects Complex fields Using contexts Error handling Other types Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Type System","id":"10","title":"Type System"},"11":{"body":"While any type in Rust can be exposed as a GraphQL object, the most common one is a struct. There are two ways to create a GraphQL object in Juniper. If you've got a simple struct you want to expose, the easiest way is to use the custom derive attribute. The other way is described in the Complex fields chapter. #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} # fn main() {} This will create 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. If you need a nullable field, you can use Option . We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the type and fields. Juniper will automatically use associated doc comments as GraphQL descriptions: !FILENAME GraphQL descriptions via Rust doc comments #[derive(juniper::GraphQLObject)]\n/// Information about a person\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} # fn main() {} Objects and fields without doc comments can instead set a description via the graphql attribute. The following example is equivalent to the above: !FILENAME GraphQL descriptions via attribute #[derive(juniper::GraphQLObject)]\n#[graphql(description=\"Information about a person\")]\nstruct Person { #[graphql(description=\"The person's full name, including both first and last names\")] name: String, #[graphql(description=\"The person's age in years, rounded down\")] age: i32,\n} # fn main() {} Descriptions set via the graphql attribute take precedence over Rust doc comments. This enables internal Rust documentation and external GraphQL documentation to differ: #[derive(juniper::GraphQLObject)]\n#[graphql(description=\"This description shows up in GraphQL\")]\n/// This description shows up in RustDoc\nstruct Person { #[graphql(description=\"This description shows up in GraphQL\")] /// This description shows up in RustDoc name: String, /// This description shows up in both RustDoc and GraphQL age: i32,\n} # fn main() {}","breadcrumbs":"Defining objects","id":"11","title":"Defining objects"},"12":{"body":"You can only use the custom derive attribute under these circumstances: The annotated type is a struct , Every struct field is either A primitive type ( i32 , f64 , bool , String , juniper::ID ), or A valid custom GraphQL type, e.g. another struct marked with this attribute, or A container/reference containing any of the above, e.g. Vec , Box , Option Let's see what that means for building relationships between objects: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(juniper::GraphQLObject)]\nstruct House { address: Option, // Converted into String (nullable) inhabitants: Vec, // Converted into [Person!]!\n} # fn main() {} Because Person is a valid GraphQL type, you can have a Vec in a struct and it'll be automatically converted into a list of non-nullable Person objects.","breadcrumbs":"Relationships","id":"12","title":"Relationships"},"13":{"body":"By default, struct fields are converted from Rust's standard snake_case naming convention into GraphQL's camelCase convention: #[derive(juniper::GraphQLObject)]\nstruct Person { first_name: String, // Would be exposed as firstName in the GraphQL schema last_name: String, // Exposed as lastName\n} # fn main() {} You can override the name by using the graphql attribute on individual struct fields: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(name=\"websiteURL\")] website_url: Option, // Now exposed as websiteURL in the schema\n} # fn main() {}","breadcrumbs":"Renaming fields","id":"13","title":"Renaming fields"},"14":{"body":"To deprecate a field, you specify a deprecation reason using the graphql attribute: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the name field instead\")] first_name: String,\n} # fn main() {} The name , description , and deprecation arguments can of course be combined. Some restrictions from the GraphQL spec still applies though; you can only deprecate object fields and enum values.","breadcrumbs":"Deprecating fields","id":"14","title":"Deprecating fields"},"15":{"body":"By default all fields in a GraphQLObject are included in the generated GraphQL type. To prevent including a specific field, annotate the field with #[graphql(skip)] : #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(skip)] # #[allow(dead_code)] password_hash: String, // This cannot be queried or modified from GraphQL\n} # fn main() {}","breadcrumbs":"Skipping fields","id":"15","title":"Skipping fields"},"16":{"body":"If you've got a struct that can't be mapped directly to GraphQL, that contains computed fields or circular structures, you have to use a more powerful tool: the object procedural macro. This macro lets you define GraphQL object fields in a Rust impl block for a type. Note that only GraphQL fields can be specified in this impl block. If you want to define normal methods on the struct, you have to do so in a separate, normal impl block. Continuing with the example from the last chapter, this is how you would define Person using the macro: struct Person { name: String, age: i32,\n} #[juniper::graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age }\n} // Note that this syntax generates an implementation of the GraphQLType trait,\n// the base impl of your struct can still be written like usual:\nimpl Person { pub fn hidden_from_graphql(&self) { // [...] }\n} # fn main() { } While this is a bit more verbose, it lets you write any kind of function in the field resolver. With this syntax, fields can also take arguments: #[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} #[juniper::graphql_object]\nimpl House { // Creates the field inhabitantWithName(name), returning a nullable person fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n} # fn main() {} To access global data such as database connections or authentication information, a context is used. To learn more about this, see the next chapter: Using contexts .","breadcrumbs":"Defining objects » Complex fields","id":"16","title":"Complex fields"},"17":{"body":"Like with the derive attribute, field names will be converted from snake_case to camelCase . If you need to override the conversion, you can simply rename the field. Also, the type name can be changed with an alias: struct Person {\n} /// Doc comments are used as descriptions for GraphQL.\n#[juniper::graphql_object( // With this attribute you can change the public GraphQL name of the type. name = \"PersonObject\", // You can also specify a description here, which will overwrite // a doc comment description. description = \"...\",\n)]\nimpl Person { /// A doc comment on the field will also be used for GraphQL. #[graphql( // Or provide a description here. description = \"...\", )] fn doc_comment(&self) -> &str { \"\" } // Fields can also be renamed if required. #[graphql( name = \"myCustomFieldName\", )] fn renamed_field() -> bool { true } // Deprecations also work as you'd expect. // Both the standard Rust syntax and a custom attribute is accepted. #[deprecated(note = \"...\")] fn deprecated_standard() -> bool { false } #[graphql(deprecated = \"...\")] fn deprecated_graphql() -> bool { true }\n} # fn main() { }","breadcrumbs":"Defining objects » Description, renaming, and deprecation","id":"17","title":"Description, renaming, and deprecation"},"18":{"body":"Method field arguments can also be customized. They can have custom descriptions and default values. Note : The syntax for this is currently a little awkward. This will become better once the Rust RFC 2565 is implemented. struct Person {} #[juniper::graphql_object]\nimpl Person { #[graphql( arguments( arg1( // Set a default value which will be injected if not present. // The default can be any valid Rust expression, including a function call, etc. default = true, // Set a description. description = \"The first argument...\" ), arg2( default = 0, ) ) )] fn field1(&self, arg1: bool, arg2: i32) -> String { format!(\"{} {}\", arg1, arg2) }\n} # fn main() { }","breadcrumbs":"Defining objects » Customizing arguments","id":"18","title":"Customizing arguments"},"19":{"body":"GraphQL fields expose more features than Rust's standard method syntax gives us: Per-field description and deprecation messages Per-argument default values Per-argument descriptions These, and more features, are described more thorougly in the reference documentation .","breadcrumbs":"Defining objects » More features","id":"19","title":"More features"},"2":{"body":"","breadcrumbs":"Integrations","id":"2","title":"Integrations"},"20":{"body":"The context type is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. The context is usually created from a context factory . How this is defined is specific to the framework integration you're using, so check out the documentation for either the Iron or Rocket integration. In this chapter, we'll show you how to define a context type and use it in field resolvers. Let's say that we have a simple user database in a HashMap : # #![allow(dead_code)]\n# use std::collections::HashMap; struct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n} # fn main() { } We would like a friends field on User that returns a list of User objects. In order to write such a field though, the database must be queried. To solve this, we mark the Database as a valid context type and assign it to the user object. To gain access to the context, we need to specify an argument with the same type as the specified Context for the type: # use std::collections::HashMap;\nextern crate juniper; // This struct represents our context.\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} // Assign Database as the context type for User\n#[juniper::graphql_object( Context = Database,\n)]\nimpl User { // 3. Inject the context by specifying an argument // with the context type. // Note: // - the type must be a reference // - the name of the argument SHOULD be context fn friends(&self, context: &Database) -> Vec<&User> { // 5. Use the database to lookup users self.friend_ids.iter() .map(|id| context.users.get(id).expect(\"Could not find user with ID\")) .collect() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n} # fn main() { } You only get an immutable reference to the context, so if you want to affect change to the execution, you'll need to use interior mutability using e.g. RwLock or RefCell .","breadcrumbs":"Defining objects » Using contexts","id":"20","title":"Using contexts"},"21":{"body":"Error handling in GraphQL can be done in multiple ways. In the following two different error handling models are discussed: field results and GraphQL schema backed errors. Each approach has its advantages. Choosing the right error handling method depends on the requirements of the application--investigating both approaches is beneficial.","breadcrumbs":"Defining objects » Error handling","id":"21","title":"Error handling"},"22":{"body":"Rust provides two ways of dealing with errors: Result for recoverable errors and panic! for unrecoverable errors. Juniper does not do anything about panicking; it will bubble up to the surrounding framework and hopefully be dealt with there. For recoverable errors, Juniper works well with the built-in Result type, you can use the ? operator or the try! macro and things will generally just work as you expect them to: # extern crate juniper;\nuse std::{ str, path::PathBuf, fs::{File}, io::{Read},\n};\nuse juniper::FieldResult; struct Example { filename: PathBuf,\n} #[juniper::graphql_object]\nimpl Example { fn contents() -> 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]; match str::from_utf8(&invalid) { Ok(s) => Ok(Some(s.to_string())), Err(e) => Err(e)?, } }\n} # fn main() {} FieldResult is an alias for Result , which is the error type all fields must return. By using the ? operator or try! macro, any type that implements the Display trait - which are most of the error types out there - those errors are automatically converted into FieldError .","breadcrumbs":"Defining objects » Field Results","id":"22","title":"Field Results"},"23":{"body":"Juniper's error behavior conforms to the GraphQL specification . When a field returns an error, the field's result is replaced by null , an additional errors object is created at the top level of the response, and the execution is resumed. For example, with the previous example and the following query: { example { contents foo }\n} If str::from_utf8 resulted in a std::str::Utf8Error , the following would be returned: !FILENAME Response for nullable field with error { \"data\": { \"example\": { contents: \"\", foo: null, } }, \"errors\": [ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n} If an error is returned from a non-null field, such as the example above, the null value is propagated up to the first nullable parent field, or the root data object if there are no nullable fields. For example, with the following query: { example { contents }\n} If File::open() above resulted in std::io::ErrorKind::PermissionDenied , the following would be returned: !FILENAME Response for non-null field with error and no nullable parent { \"errors\": [ \"message\": \"Permission denied (os error 13)\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n}","breadcrumbs":"Defining objects » Error payloads, null , and partial errors","id":"23","title":"Error payloads, null , and partial errors"},"24":{"body":"Sometimes it is desirable to return additional structured error information to clients. This can be accomplished by implementing IntoFieldError : # #[macro_use] extern crate juniper;\nenum CustomError { WhateverNotSet,\n} impl juniper::IntoFieldError for CustomError { fn into_field_error(self) -> juniper::FieldError { match self { CustomError::WhateverNotSet => juniper::FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[juniper::graphql_object]\nimpl Example { fn whatever() -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n} # fn main() {} The specified structured error information is included in the extensions key: { \"errors\": [ \"message\": \"Whatever does not exist\", \"locations\": [{ \"line\": 2, \"column\": 4 }]), \"extensions\": { \"type\": \"NO_WHATEVER\" } ]\n}","breadcrumbs":"Defining objects » Structured errors","id":"24","title":"Structured errors"},"25":{"body":"Rust's model of errors can be adapted for GraphQL. Rust's panic is similar to a FieldError --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 the GraphQL schema so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two error classes: Critical errors that cannot be fixed by the user (e.g. a database error). Recoverable errors that can be fixed by the user (e.g. invalid input data). Critical errors are returned from resolvers as FieldErrors (from the previous section). Non-critical errors are part of the GraphQL schema and can be handled gracefully by clients. Similar to Rust, GraphQL allows similar error models with unions (see Unions).","breadcrumbs":"Defining objects » Errors Backed by GraphQL's Schema","id":"25","title":"Errors Backed by GraphQL's Schema"},"26":{"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. In this example the 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 the user. #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".to_string(), message: \"between 10 and 100\".to_string() }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".to_string(), message: \"between 1 and 10\".to_string() }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n} # fn main() {} Each function may have a different return type and depending on the input parameters a new result type is required. For example, adding a user requires a new result type which contains the variant Ok(User) instead of Ok(Item) . The client can send a mutation request and handle the resulting errors as shown in the following example: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} 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":"Defining objects » Example Input Validation (simple)","id":"26","title":"Example Input Validation (simple)"},"27":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL's type system to describe the errors more precisely. For each fallible input variable a field in a GraphQL object is created. The field is set if the validation for that particular field fails. You 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. #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n} # fn main() {} { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n} Expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client.","breadcrumbs":"Defining objects » Example Input Validation (complex)","id":"27","title":"Example Input Validation (complex)"},"28":{"body":"Our examples so far have only included non-critical errors. Providing errors inside the GraphQL schema still allows you 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 the database to fail, the corresponding error is returned as a critical error: # #[macro_use] extern crate juniper; #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> juniper::FieldError { match self { ApiError::Database => juniper::FieldError::new( \"Internal database error\", graphql_value!({ \"type\": \"DATABASE\" }), ), } }\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n} # fn main() {}","breadcrumbs":"Defining objects » Example Input Validation (complex with critical error)","id":"28","title":"Example Input Validation (complex with critical error)"},"29":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Defining objects » Additional Material","id":"29","title":"Additional Material"},"3":{"body":"Juniper has automatic integration with some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your Schemas automatically. uuid url chrono bson","breadcrumbs":"Data types","id":"3","title":"Data types"},"30":{"body":"The first approach discussed above--where every error is a critical error defined by FieldResult --is easier to implement. However, the client does not know what errors may occur and must instead infer what happened from the error string. This is brittle and could change over time due to either the client or server changing. Therefore, extensive integration testing between the client and server is required to maintain the implicit contract between the two. Encoding non-critical errors in the GraphQL schema makes the contract between the client and the server explicit. This allows the client to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into the GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Defining objects » Comparison","id":"30","title":"Comparison"},"31":{"body":"The GraphQL type system provides several types in additon to objects. Find out more about each type below: Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Other Types","id":"31","title":"Other Types"},"32":{"body":"Enums in GraphQL are string constants grouped together to represent a set of possible values. Simple Rust enums can be converted to GraphQL enums by using a custom derive attribute: #[derive(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} # fn main() {} Juniper converts all enum variants to uppercase, so the corresponding string values for these variants are NEWHOPE , EMPIRE , and JEDI , respectively. If you want to override this, you can use the graphql attribute, similar to how it works when defining objects : #[derive(juniper::GraphQLEnum)]\nenum Episode { #[graphql(name=\"NEW_HOPE\")] NewHope, Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Enums","id":"32","title":"Enums"},"33":{"body":"Just like when defining objects, the type itself can be renamed and documented, while individual enum variants can be renamed, documented, and deprecated: #[derive(juniper::GraphQLEnum)]\n#[graphql(name=\"Episode\", description=\"An episode of Star Wars\")]\nenum StarWarsEpisode { #[graphql(deprecated=\"We don't really talk about this one\")] ThePhantomMenace, #[graphql(name=\"NEW_HOPE\")] NewHope, #[graphql(description=\"Arguably the best one in the trilogy\")] Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Documentation and deprecation","id":"33","title":"Documentation and deprecation"},"34":{"body":"Name of Attribute Container Support Field Support context ✔ ? deprecated ✔ ✔ description ✔ ✔ interfaces ? ✘ name ✔ ✔ noasync ✔ ? scalar ✘ ? skip ? ✘ ✔: supported ✘: not supported ?: not available","breadcrumbs":"Other types » Supported Macro Attributes (Derive)","id":"34","title":"Supported Macro Attributes (Derive)"},"35":{"body":"GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust has unfortunately not a concept that maps perfectly to them. Because of this, defining interfaces in Juniper can require a little bit of boilerplate code, but on the other hand gives you full control over which type is backing your interface. To highlight a couple of different ways you can implement interfaces in Rust, let's have a look at the same end-result from a few different implementations:","breadcrumbs":"Other types » Interfaces","id":"35","title":"Interfaces"},"36":{"body":"Traits are maybe the most obvious concept you want to use when building interfaces. But because GraphQL supports downcasting while Rust doesn't, you'll have to manually specify how to convert a trait into a concrete type. This can be done in a couple of different ways:","breadcrumbs":"Other types » Traits","id":"36","title":"Traits"},"37":{"body":"#[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} trait Character { fn id(&self) -> &str; // Downcast methods, each concrete class will need to implement one of these fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() } fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() } fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n} juniper::graphql_interface!(<'a> &'a dyn Character: () as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |_| { // The left hand side indicates the concrete type T, the right hand // side should be an expression returning Option &Human => self.as_human(), &Droid => self.as_droid(), }\n}); # fn main() {} The instance_resolvers declaration lists all the implementors of the given interface and how to resolve them. As you can see, you lose a bit of the point with using traits: you need to list all the concrete types in the trait itself, and there's a bit of repetition going on.","breadcrumbs":"Other types » Downcasting via accessor methods","id":"37","title":"Downcasting via accessor methods"},"38":{"body":"If you can afford an extra database lookup when the concrete class is requested, you can do away with the downcast methods and use the context instead. Here, we'll use two hashmaps, but this could be two tables and some SQL calls instead: # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} trait Character { fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} juniper::graphql_interface!(<'a> &'a dyn Character: Database as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |&context| { &Human => context.humans.get(self.id()), &Droid => context.droids.get(self.id()), }\n}); # fn main() {} This removes the need of downcast methods, but still requires some repetition.","breadcrumbs":"Other types » Using an extra database lookup","id":"38","title":"Using an extra database lookup"},"39":{"body":"Continuing on from the last example, the trait itself seems a bit unneccesary. Maybe it can just be a struct containing the ID? # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} struct Character { id: String,\n} juniper::graphql_interface!(Character: Database where Scalar =  |&self| { field id() -> &str { self.id.as_str() } instance_resolvers: |&context| { &Human => context.humans.get(&self.id), &Droid => context.droids.get(&self.id), }\n}); # fn main() {} This reduces repetition some more, but might be impractical if the interface's surface area is large.","breadcrumbs":"Other types » Placeholder objects","id":"39","title":"Placeholder objects"},"4":{"body":"hyper rocket iron warp","breadcrumbs":"Web Frameworks","id":"4","title":"Web Frameworks"},"40":{"body":"Using enums and pattern matching lies half-way between using traits and using placeholder objects. We don't need the extra database call in this case, so we'll remove it. #[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} # #[allow(dead_code)]\nenum Character { Human(Human), Droid(Droid),\n} juniper::graphql_interface!(Character: () where Scalar =  |&self| { field id() -> &str { match *self { Character::Human(Human { ref id, .. }) | Character::Droid(Droid { ref id, .. }) => id, } } instance_resolvers: |_| { &Human => match *self { Character::Human(ref h) => Some(h), _ => None }, &Droid => match *self { Character::Droid(ref d) => Some(d), _ => None }, }\n}); # fn main() {}","breadcrumbs":"Other types » Enums","id":"40","title":"Enums"},"41":{"body":"Input objects are complex data structures that can be used as arguments to GraphQL fields. In Juniper, you can define input objects using a custom derive attribute, similar to simple objects and enums: #[derive(juniper::GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Input objects","id":"41","title":"Input objects"},"42":{"body":"Just like the other derives , you can rename and add documentation to both the type and the fields: #[derive(juniper::GraphQLInputObject)]\n#[graphql(name=\"Coordinate\", description=\"A position on the globe\")]\nstruct WorldCoordinate { #[graphql(name=\"lat\", description=\"The latitude\")] latitude: f64, #[graphql(name=\"long\", description=\"The longitude\")] longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: WorldCoordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Documentation and renaming","id":"42","title":"Documentation and renaming"},"43":{"body":"Scalars are the primitive types at the leaves of a GraphQL query: numbers, strings, and booleans. You can create custom scalars to other primitive values, but this often requires coordination with the client library intended to consume the API you're building. Since any value going over the wire is eventually transformed into JSON, you're also limited in the data types you can use. There are two ways to define custom scalars. For simple scalars that just wrap a primitive type, you can use the newtype pattern with a custom derive. For more advanced use cases with custom validation, you can use the graphql_scalar proc macro.","breadcrumbs":"Other types » Scalars","id":"43","title":"Scalars"},"44":{"body":"Juniper has built-in support for: i32 as Int f64 as Float String and &str as String bool as Boolean juniper::ID as ID . This type is defined in the spec as a type that is serialized as a string but can be parsed from both a string and an integer. Note that there is no built-in support for i64 / u64 , as the GraphQL spec doesn't define any built-in scalars for i64 / u64 by default . You may wish to leverage a custom GraphQL scalar in your schema to support them. Third party types : Juniper has built-in support for a few additional types from common third party crates. They are enabled via features that are on by default. uuid::Uuid chrono::DateTime url::Url bson::oid::ObjectId","breadcrumbs":"Other types » Built-in scalars","id":"44","title":"Built-in scalars"},"45":{"body":"Often, you might need a custom scalar that just wraps an existing type. This can be done with the newtype pattern and a custom derive, similar to how serde supports this pattern with #[serde(transparent)] . #[derive(juniper::GraphQLScalarValue)]\npub struct UserId(i32); #[derive(juniper::GraphQLObject)]\nstruct User { id: UserId,\n} # fn main() {} That's it, you can now user UserId in your schema. The macro also allows for more customization: /// You can use a doc comment to specify a description.\n#[derive(juniper::GraphQLScalarValue)]\n#[graphql( transparent, // Overwrite the GraphQL type name. name = \"MyUserId\", // Specify a custom description. // A description in the attribute will overwrite a doc comment. description = \"My user id description\",\n)]\npub struct UserId(i32); # fn main() {}","breadcrumbs":"Other types » newtype pattern","id":"45","title":"newtype pattern"},"46":{"body":"For more complex situations where you also need custom parsing or validation, you can use the graphql_scalar proc macro. Typically, you represent your custom scalars as strings. The example below implements a custom scalar for a custom Date type. Note: juniper already has built-in support for the chrono::DateTime type via chrono feature, which is enabled by default and should be used for this purpose. The example below is used just for illustration. Note : the example assumes that the Date type implements std::fmt::Display and std::str::FromStr . # mod date { # pub struct Date; # impl std::str::FromStr for Date{ # type Err = String; fn from_str(_value: &str) -> Result { unimplemented!() }\n# }\n# // And we define how to represent date as a string.\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# } use juniper::{Value, ParseScalarResult, ParseScalarValue};\nuse date::Date; #[juniper::graphql_scalar(description = \"Date\")]\nimpl GraphQLScalar for Date where S: ScalarValue\n{ // Define how to convert your custom scalar into a primitive type. fn resolve(&self) -> Value { Value::scalar(self.to_string()) } // Define how to parse a primitive type into your custom scalar. fn from_input_value(v: &InputValue) -> Option { v.as_scalar_value() .and_then(|v| v.as_str()) .and_then(|s| s.parse().ok()) } // Define how to parse a string value. fn from_str<'a>(value: ScalarToken<'a>) -> ParseScalarResult<'a, S> { >::from_str(value) }\n} # fn main() {}","breadcrumbs":"Other types » Custom scalars","id":"46","title":"Custom scalars"},"47":{"body":"From the server's point of view, GraphQL unions are similar to interfaces - the only exception is that they don't contain fields on their own. For implementing GraphQL unions Juniper provides: #[derive(GraphQLUnion)] macro for enums and structs. #[graphql_union] for traits.","breadcrumbs":"Other types » Unions","id":"47","title":"Unions"},"48":{"body":"Most of the time, we just need a trivial and straightforward Rust enum to represent a GraphQL union . # #![allow(dead_code)]\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Enums","id":"48","title":"Enums"},"49":{"body":"In some rare situations we may want to omit exposing an enum variant in the GraphQL schema. 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. 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 at runtime . # use std::marker::PhantomData;\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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 `#[graphql(skip)]`, your choice _State(PhantomData),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring enum variants","id":"49","title":"Ignoring enum variants"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"API Stability","id":"5","title":"API Stability"},"50":{"body":"If some custom logic is needed to resolve a GraphQL union variant, you may specify an external function to do so: # #![allow(dead_code)]\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} pub struct CustomContext { droid: Droid,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\nenum Character { Human(Human), #[graphql(with = Character::droid_from_context)] Droid(Droid),\n} impl Character { // NOTICE: The function signature must contain `&self` and `&Context`, // and return `Option<&VariantType>`. fn droid_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Droid> { Some(&ctx.droid) }\n}\n#\n# fn main() {} With an external resolver function we can even declare a new GraphQL union variant where the Rust type is absent in the initial enum definition. The attribute syntax #[graphql(on VariantType = resolver_fn)] follows the GraphQL syntax for dispatching union variants . # #![allow(dead_code)]\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Ewok { id: String, is_funny: bool,\n} pub struct CustomContext { ewok: Ewok,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\n#[graphql(on Ewok = Character::ewok_from_context)]\nenum Character { Human(Human), Droid(Droid), #[graphql(ignore)] // or `#[graphql(skip)]`, your choice Ewok,\n} impl Character { fn ewok_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Ewok> { if let Self::Ewok = self { Some(&ctx.ewok) } else { None } }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"50","title":"External resolver functions"},"51":{"body":"Using Rust structs as GraphQL unions is very similar to using enums, with the nuance that specifying an external resolver function is the only way to declare a GraphQL union variant. # use std::collections::HashMap;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[derive(GraphQLUnion)]\n#[graphql( Context = Database, on Human = Character::get_human, on Droid = Character::get_droid,\n)]\nstruct Character { id: String,\n} impl Character { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human>{ ctx.humans.get(&self.id) } fn get_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid>{ ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Structs","id":"51","title":"Structs"},"52":{"body":"To use a Rust trait definition as a GraphQL union you need to use the #[graphql_union] macro. Rust doesn't allow derive macros on traits , so using #[derive(GraphQLUnion)] on traits doesn't work. NOTICE : A trait has to be object safe , because schema resolvers will need to return a trait object to specify a GraphQL union behind it. use juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { // NOTICE: The method signature must contain `&self` and return `Option<&VariantType>`. fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Traits","id":"52","title":"Traits"},"53":{"body":"If a context is required in a trait method to resolve a GraphQL union variant, specify it as an argument. # #![allow(unused_variables)]\n# use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\ntrait Character { // NOTICE: The method signature may optionally contain `&Context`. fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { None } fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { None }\n} impl Character for Human { fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(&self.id) }\n} impl Character for Droid { fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Custom context","id":"53","title":"Custom context"},"54":{"body":"As with enums, we may want to omit some trait methods to be assumed as GraphQL union variants and ignore them. use juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None } #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring trait methods","id":"54","title":"Ignoring trait methods"},"55":{"body":"Similarly to enums and structs, it's not mandatory to use trait methods as GraphQL union variant resolvers. Instead, custom functions may be specified: # use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\n#[graphql_union( on Human = DynCharacter::get_human, on Droid = get_droid,\n)]\ntrait Character { #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} // The trait object is always `Send` and `Sync`.\ntype DynCharacter<'a> = dyn Character + Send + Sync + 'a; impl<'a> DynCharacter<'a> { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(self.id()) }\n} // External resolver function doesn't have to be a method of a type.\n// It's only a matter of the function signature to match the requirements.\nfn get_droid<'db>(ch: &DynCharacter<'_>, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(ch.id())\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"55","title":"External resolver functions"},"56":{"body":"By default, #[derive(GraphQLUnion)] and #[graphql_union] macros generate code, which is generic over a ScalarValue type. This may introduce a problem when at least one of GraphQL union variants is restricted to a concrete ScalarValue type in its implementation. To resolve such problem, a concrete ScalarValue type should be specified: # #![allow(dead_code)]\nuse juniper::{DefaultScalarValue, GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Scalar = DefaultScalarValue)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLUnion)]\n#[graphql(Scalar = DefaultScalarValue)] // removing this line will fail compilation\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » ScalarValue considerations","id":"56","title":"ScalarValue considerations"},"57":{"body":"Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file. A schema consists of three types: a query object, a mutation object, and a subscription object. These three define the root query fields, mutations and subscriptions of the schema, respectively. The usage of subscriptions is a little different from the mutation and query objects, so there is a specific section that discusses them. 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. If mutation/subscription functionality is not needed, consider using EmptyMutation /[EmptySubscription][EmptySubscription]. 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 you define a GraphQL object somewhere but never reference it, it will not be exposed in a schema.","breadcrumbs":"Schemas","id":"57","title":"Schemas"},"58":{"body":"The query root is just a GraphQL object. You define it like any other GraphQL object in Juniper, most commonly using the graphql_object proc macro: # use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Root; #[juniper::graphql_object]\nimpl Root { fn userWithUsername(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"The query root","id":"58","title":"The query root"},"59":{"body":"Mutations are also just GraphQL objects. Each mutation is a single field that performs some mutating side-effect such as updating a database. # use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Mutations; #[juniper::graphql_object]\nimpl Mutations { fn signUpUser(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"Mutations","id":"59","title":"Mutations"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper. Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file.","breadcrumbs":"Quickstart","id":"6","title":"Quickstart"},"60":{"body":"Many tools in the GraphQL ecosystem require the schema to be defined in the GraphQL Schema Language . You can generate a GraphQL Schema Language representation of your schema defined in Rust using the schema-language feature (on by default): # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper;\nuse juniper::{FieldResult, EmptyMutation, EmptySubscription, RootNode}; struct Query; #[juniper::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 Schema Language. let result = schema.as_schema_language(); let expected = \"\\\ntype Query { hello: String!\n} schema { query: Query\n}\n\"; assert_eq!(result, expected);\n} Note the schema-language feature may be turned off if you do not need this functionality to reduce dependencies and speed up compile times. [EmptySubscription]: https://docs.rs/juniper/0.14.2/juniper/struct.EmptySubscription.html","breadcrumbs":"Converting a Rust schema to the GraphQL Schema Language","id":"60","title":"Converting a Rust schema to the GraphQL Schema Language"},"61":{"body":"To allow using Juniper with the HTTP server of your choice, it does not come with a built in HTTP server. To actually get a server up and running, there are multiple official and third-party integration crates that will get you there. Official Server Integrations Warp Rocket Iron Hyper Third Party Integrations Actix-Web Finchers Tsukuyomi","breadcrumbs":"Adding A Server","id":"61","title":"Adding A Server"},"62":{"body":"Juniper provides official integration crates for several popular Rust server libraries. Warp Rocket Iron Hyper","breadcrumbs":"Adding A Server » Official Server Integrations","id":"62","title":"Official Server Integrations"},"63":{"body":"Warp is a super-easy, composable, web server framework for warp speeds. The fundamental building block of warp is the Filter: they can be combined and composed to express rich requirements on requests. Warp is built on Hyper and works on Rust's stable channel. Juniper's Warp integration is contained in the juniper_warp crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_warp = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Warp","id":"63","title":"Integrating with Warp"},"64":{"body":"Rocket is a web framework for Rust that makes it simple to write fast web applications without sacrificing flexibility or type safety. All with minimal code. Rocket does not work on Rust's stable channel and instead requires the nightly channel. Juniper's Rocket integration is contained in the juniper_rocket crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_rocket = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Rocket","id":"64","title":"Integrating with Rocket"},"65":{"body":"Iron is a library that's been around for a while in the Rust sphere but lately hasn't seen much of development. Nevertheless, it's still a solid library with a familiar request/response/middleware architecture that works on Rust's stable channel. Juniper's Iron integration is contained in the juniper_iron crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_iron = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Iron","id":"65","title":"Integrating with Iron"},"66":{"body":"Let's start with a minimal schema and just get a GraphQL endpoint up and running. We use mount to attach the GraphQL handler at /graphql . The context_factory function will be executed on every request and can be used to set up database connections, read session token information from cookies, and set up other global data that the schema might require. In this example, we won't use any global data so we just return an empty value. extern crate juniper;\nextern crate juniper_iron;\nextern crate iron;\nextern crate mount; use mount::Mount;\nuse iron::prelude::*;\nuse juniper::EmptyMutation;\nuse juniper_iron::GraphQLHandler; fn context_factory(_: &mut Request) -> IronResult<()> { Ok(())\n} struct Root; #[juniper::graphql_object]\nimpl Root { fn foo() -> String { \"Bar\".to_owned() }\n} # #[allow(unreachable_code, unused_variables)]\nfn main() { let mut mount = Mount::new(); let graphql_endpoint = GraphQLHandler::new( context_factory, Root, EmptyMutation::<()>::new(), ); mount.mount(\"/graphql\", graphql_endpoint); let chain = Chain::new(mount); # return; Iron::new(chain).http(\"0.0.0.0:8080\").unwrap();\n}","breadcrumbs":"Adding A Server » Official Server Integrations » Basic integration","id":"66","title":"Basic integration"},"67":{"body":"If you want to access e.g. the source IP address of the request from a field resolver, you need to pass this data using Juniper's context feature . # extern crate juniper;\n# extern crate juniper_iron;\n# extern crate iron;\n# use iron::prelude::*;\nuse std::net::SocketAddr; struct Context { remote_addr: SocketAddr,\n} impl juniper::Context for Context {} fn context_factory(req: &mut Request) -> IronResult { Ok(Context { remote_addr: req.remote_addr })\n} struct Root; #[juniper::graphql_object( Context = Context,\n)]\nimpl Root { field my_addr(context: &Context) -> String { format!(\"Hello, you're coming from {}\", context.remote_addr) }\n} # fn main() {\n# let _graphql_endpoint = juniper_iron::GraphQLHandler::new(\n# context_factory,\n# Root,\n# juniper::EmptyMutation::::new(),\n# );\n# }","breadcrumbs":"Adding A Server » Official Server Integrations » Accessing data from the request","id":"67","title":"Accessing data from the request"},"68":{"body":"Hyper is a fast HTTP implementation that many other Rust web frameworks leverage. It offers asynchronous I/O via the tokio runtime and works on Rust's stable channel. Hyper is not a higher-level web framework and accordingly does not include ergonomic features such as simple endpoint routing, baked-in HTTP responses, or reusable middleware. For GraphQL, those aren't large downsides as all POSTs and GETs usually go through a single endpoint with a few clearly-defined response payloads. Juniper's Hyper integration is contained in the juniper_hyper crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_hyper = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Hyper","id":"68","title":"Integrating with Hyper"},"69":{"body":"There are several examples or third party integration crates that are not officially maintained by Juniper developers. Actix-Web","breadcrumbs":"Adding A Server » Third-Party Integrations","id":"69","title":"Third-Party Integrations"},"7":{"body":"!FILENAME Cargo.toml [dependencies]\njuniper = \"0.14.2\"","breadcrumbs":"Installation","id":"7","title":"Installation"},"70":{"body":"The chapters below cover some more advanced scenarios. Introspection Non-struct objects Objects and generics Multiple operations per request Dataloaders Subscriptions","breadcrumbs":"Advanced Topics","id":"70","title":"Advanced Topics"},"71":{"body":"GraphQL defines a special built-in top-level field called __schema . Querying for this field allows one to introspect the schema at runtime to see what queries and mutations the GraphQL server supports. Because introspection queries are just regular GraphQL queries, Juniper supports them natively. For example, to get all the names of the types supported one could execute the following query against Juniper: { __schema { types { name } }\n}","breadcrumbs":"Advanced Topics » Introspection","id":"71","title":"Introspection"},"72":{"body":"Many client libraries and tools in the GraphQL ecosystem require a complete representation of the server schema. Often this representation is in JSON and referred to as schema.json . A complete representation of the schema can be produced by issuing a specially crafted introspection query. Juniper provides a convenience function to introspect the entire schema. The result can then be converted to JSON for use with tools and libraries such as graphql-client : use juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat}; // Define our schema. #[derive(juniper::GraphQLObject)]\nstruct Example { id: String,\n} struct Context;\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( Context = Context,\n)]\nimpl Query { fn example(id: String) -> FieldResult { unimplemented!() }\n} type Schema = juniper::RootNode< 'static, Query, EmptyMutation, EmptySubscription\n>; fn main() { // Create a context object. let ctx = Context{}; // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &ctx, IntrospectionFormat::default(), ).unwrap(); // Convert introspection result to json. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n}","breadcrumbs":"Advanced Topics » Schema introspection output as JSON","id":"72","title":"Schema introspection output as JSON"},"73":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects. However, any Rust type can be mapped into a GraphQL object. In this chapter, we'll look at enums, but traits will work too - they don't have to be mapped into GraphQL interfaces. Using Result -like enums can be a useful way of reporting e.g. validation errors from a mutation: # #[derive(juniper::GraphQLObject)] struct User { name: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nenum SignUpResult { Ok(User), Error(Vec),\n} #[juniper::graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match *self { SignUpResult::Ok(ref user) => Some(user), SignUpResult::Error(_) => None, } } fn error(&self) -> Option<&Vec> { match *self { SignUpResult::Ok(_) => None, SignUpResult::Error(ref errors) => Some(errors) } }\n} # fn main() {} Here, we use an enum to decide whether a user's input data was valid or not, and it could be used as the result of e.g. a sign up mutation. While this is an example of how you could use something other than a struct to represent a GraphQL object, it's also an example on how you could implement error handling for \"expected\" errors - errors like validation errors. There are no hard rules on how to represent errors in GraphQL, but there are some comments from one of the authors of GraphQL on how they intended \"hard\" field errors to be used, and how to model expected errors.","breadcrumbs":"Advanced Topics » Non-struct objects","id":"73","title":"Non-struct objects"},"74":{"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 you can expose in GraphQL from Rust: no generic structs can be exposed - all type parameters must be bound. For example, you can not make e.g. Result into a GraphQL type, but you can make e.g. Result into a GraphQL type. Let's make a slightly more compact but generic implementation of the last chapter : # #[derive(juniper::GraphQLObject)] struct User { name: String }\n# #[derive(juniper::GraphQLObject)] struct ForumPost { title: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nstruct MutationResult(Result>); #[juniper::graphql_object( name = \"UserResult\",\n)]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} #[juniper::graphql_object( name = \"ForumPostResult\",\n)]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} # fn main() {} Here, we've made a wrapper around Result and exposed some concrete instantiations of Result as distinct GraphQL objects. The reason we needed the wrapper is of Rust's rules for when you can derive a trait - in this case, both Result and Juniper's internal GraphQL trait are from third-party sources. Because we're using generics, we also need to specify a name for our instantiated types. Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name.","breadcrumbs":"Advanced Topics » Objects and generics","id":"74","title":"Objects and generics"},"75":{"body":"The GraphQL standard generally assumes there will be one server request for each client operation you want to perform (such as a query or mutation). This is conceptually simple but has the potential to be inefficent. Some client libraries such as apollo-link-batch-http have added the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs that should be considered before batching requests. Juniper's server integration crates support multiple operations in a single HTTP request using JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. Server integration crates maintained by others are not required to support batch requests. Batch requests aren't part of the official GraphQL specification. Assuming an integration supports batch requests, for the following GraphQL query: { hero { name }\n} The json data to POST to the server for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be of the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} If you wanted to run the same query twice in a single HTTP request, the batched json data to POST to the server would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And the response would be of the form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Advanced Topics » Multiple operations per request","id":"75","title":"Multiple operations per request"},"76":{"body":"A common issue with graphql servers is how the resolvers query their datasource. This issue results in a large number of unneccessary database queries or http requests. Say you were wanting to list a bunch of cults people were in query { persons { id name cult { id name } }\n} What would be executed by a SQL database would be: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\n# ... Once the list of users has been returned, a separate query is run to find the cult of each user. You can see how this could quickly become a problem. A common solution to this is to introduce a dataloader . This can be done with Juniper using the crate cksac/dataloader-rs , which has two types of dataloaders; cached and non-cached. Cached Loader DataLoader provides a memoization cache, after .load() is called once with a given key, the resulting value is cached to eliminate redundant loads. DataLoader caching does not replace Redis, Memcache, 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 to your Application. (read more)","breadcrumbs":"Advanced Topics » Avoiding the N+1 Problem With Dataloaders","id":"76","title":"Avoiding the N+1 Problem With Dataloaders"},"77":{"body":"!FILENAME Cargo.toml [dependencies]\nactix-identity = \"0.2\"\nactix-rt = \"1.0\"\nactix-web = {version = \"2.0\", features = []}\njuniper = { git = \"https://github.com/graphql-rust/juniper\" }\nfutures = \"0.3\"\npostgres = \"0.15.2\"\ndataloader = \"0.12.0\"\nasync-trait = \"0.1.30\" // use dataloader::cached::Loader;\nuse dataloader::non_cached::Loader;\nuse dataloader::BatchFn;\nuse std::collections::HashMap;\nuse postgres::{Connection, TlsMode};\nuse std::env; pub fn get_db_conn() -> Connection { let pg_connection_string = env::var(\"DATABASE_URI\").expect(\"need a db uri\"); println!(\"Connecting to {}\", pg_connection_string); let conn = Connection::connect(&pg_connection_string[..], TlsMode::None).unwrap(); println!(\"Connection is fine\"); conn\n} #[derive(Debug, Clone)]\npub struct Cult { pub id: i32, pub name: String,\n} pub fn get_cult_by_ids(hashmap: &mut HashMap, ids: Vec) { let conn = get_db_conn(); for row in &conn .query(\"SELECT id, name FROM cults WHERE id = ANY($1)\", &[&ids]) .unwrap() { let cult = Cult { id: row.get(0), name: row.get(1), }; hashmap.insert(cult.id, cult); }\n} pub struct CultBatcher; #[async_trait]\nimpl BatchFn for CultBatcher { // A hashmap is used, as we need to return an array which maps each original key to a Cult. async fn load(&self, keys: &[i32]) -> HashMap { println!(\"load cult batch {:?}\", keys); let mut cult_hashmap = HashMap::new(); get_cult_by_ids(&mut cult_hashmap, keys.to_vec()); cult_hashmap }\n} pub type CultLoader = Loader; // To create a new loader\npub fn get_loader() -> CultLoader { Loader::new(CultBatcher) // Usually a DataLoader will coalesce all individual loads which occur // within a single frame of execution before calling your batch function with all requested keys. // However sometimes this behavior is not desirable or optimal. // Perhaps you expect requests to be spread out over a few subsequent ticks // See: https://github.com/cksac/dataloader-rs/issues/12 // More info: https://github.com/graphql/dataloader#batch-scheduling // A larger yield count will allow more requests to append to batch but will wait longer before actual load. .with_yield_count(100)\n} #[juniper::graphql_object(Context = Context)]\nimpl Cult { // your resolvers // To call the dataloader pub async fn cult_by_id(ctx: &Context, id: i32) -> Cult { ctx.cult_loader.load(id).await }\n}","breadcrumbs":"Advanced Topics » What does it look like?","id":"77","title":"What does it look like?"},"78":{"body":"Once created, a dataloader has the async functions .load() and .load_many() . In the above example cult_loader.load(id: i32).await returns Cult . If we had used cult_loader.load_many(Vec).await it would have returned Vec .","breadcrumbs":"Advanced Topics » How do I call them?","id":"78","title":"How do I call them?"},"79":{"body":"Dataloaders should be created per-request to avoid risk of bugs where one user is able to load cached/batched data from another user/ outside of its authenticated scope. Creating dataloaders within individual resolvers will prevent batching from occurring and will nullify the benefits of the dataloader. For example: When you declare your context use juniper; #[derive(Clone)]\npub struct Context { pub cult_loader: CultLoader,\n} impl juniper::Context for Context {} impl Context { pub fn new(cult_loader: CultLoader) -> Self { Self { cult_loader } }\n} Your handler for GraphQL (Note: instantiating context here keeps it per-request) pub async fn graphql( st: web::Data>, data: web::Json,\n) -> Result { // Context setup let cult_loader = get_loader(); let ctx = Context::new(cult_loader); // Execute let res = data.execute(&st, &ctx).await; let json = serde_json::to_string(&res).map_err(error::ErrorInternalServerError)?; Ok(HttpResponse::Ok() .content_type(\"application/json\") .body(json))\n}","breadcrumbs":"Advanced Topics » Where do I create my dataloaders?","id":"79","title":"Where do I create my dataloaders?"},"8":{"body":"Exposing simple enums and structs as GraphQL 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 , String , f64 , and i32 , references, and slices. 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 procedural macro that is used for declaring an object with resolvers, which you will use for the Query and Mutation roots. use juniper::{FieldResult, EmptySubscription}; # 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(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(juniper::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. #[derive(juniper::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\n// object macro.\n// Objects can have contexts that allow accessing shared state like a database\n// pool. struct Context { // Use your real database pool here. pool: DatabasePool,\n} // To make our context usable by Juniper, we have to implement a marker trait.\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( // Here we specify the context type for the object. // We need to do this in every type that // needs access to the context. Context = Context,\n)]\nimpl Query { fn apiVersion() -> &str { \"1.0\" } // Arguments to resolvers can either be simple types or input objects. // To gain access to the context, we specify a argument // that is a reference to the Context type. // Juniper automatically injects the correct context here. fn human(context: &Context, id: String) -> FieldResult { // Get a db connection. let connection = context.pool.get_connection()?; // Execute a db query. // Note the use of `?` to propagate errors. let human = connection.find_human(&id)?; // Return the result. Ok(human) }\n} // Now, we do the same for our Mutation type. struct Mutation; #[juniper::graphql_object( Context = Context,\n)]\nimpl Mutation { fn createHuman(context: &Context, new_human: NewHuman) -> FieldResult { let db = executor.context().pool.get_connection()?; let human: Human = db.insert_human(&new_human)?; Ok(human) }\n} // A root schema consists of a query and a mutation.\n// Request queries can be executed against a RootNode.\ntype Schema = juniper::RootNode<'static, Query, Mutation, EmptySubscription>; # fn main() {\n# let _ = Schema::new(Query, Mutation{}, EmptySubscription::new());\n# } We now have a very simple but functional schema for a GraphQL server! To actually serve the schema, see the guides for our various server integrations . Juniper is a library that can be used in many contexts--it does not require a server and it does not have a dependency on a particular transport or serialization format. You can invoke the executor directly to get a result for a query:","breadcrumbs":"Schema example","id":"8","title":"Schema example"},"80":{"body":"For a full example using Dataloaders and Context check out jayy-lmao/rust-graphql-docker .","breadcrumbs":"Advanced Topics » Further Example:","id":"80","title":"Further Example:"},"81":{"body":"","breadcrumbs":"Advanced Topics » Subscriptions","id":"81","title":"Subscriptions"},"82":{"body":"GraphQL subscriptions are a way to push data from the server to clients requesting real-time messages from the server. Subscriptions are similar to queries in that they specify a set of fields to be delivered to the client, but instead of immediately returning a single answer a result is sent every time a particular event happens on the server. In order to execute subscriptions you need a coordinator (that spawns connections) and a GraphQL object that can be resolved into a stream--elements of which will then be returned to the end user. The juniper_subscriptions crate provides a default connection implementation. Currently subscriptions are only supported on the master branch. Add the following to your Cargo.toml : [dependencies]\njuniper = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }\njuniper_subscriptions = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }","breadcrumbs":"Advanced Topics » How to achieve realtime data with GraphQL subscriptions","id":"82","title":"How to achieve realtime data with GraphQL subscriptions"},"83":{"body":"The Subscription is just a GraphQL object, similar to the query root and mutations object that you defined for the operations in your [Schema][Schema]. For subscriptions all fields/operations should be async and should return a Stream . 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This can can bring down a server easily if not handled correctly. The [ SubscriptionCoordinator ][SubscriptionCoordinator] trait provides coordination logic to enable functionality like DOS attack mitigation and resource limits. The [ SubscriptionCoordinator ][SubscriptionCoordinator] contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global subscription id for each subscription. Each time a connection is established, the [ SubscriptionCoordinator ][SubscriptionCoordinator] spawns a [ SubscriptionConnection ][SubscriptionConnection]. The [ SubscriptionConnection ][SubscriptionConnection] handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While you can implement [ SubscriptionCoordinator ][SubscriptionCoordinator] yourself, Juniper contains a simple and generic implementation called [ Coordinator ][Coordinator]. The subscribe operation returns a [ Future ][Future] with an Item value of a Result , where [ Connection ][Connection] is a Stream of values returned by the operation and [ GraphQLError ][GraphQLError] is the error when the subscription fails. # use juniper::http::GraphQLRequest;\n# use juniper::{DefaultScalarValue, EmptyMutation, FieldError, RootNode, SubscriptionCoordinator};\n# use juniper_subscriptions::Coordinator;\n# use futures::{Stream, StreamExt};\n# use std::pin::Pin;\n# use tokio::runtime::Runtime;\n# use tokio::task;\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# # #[juniper::graphql_object(Context = Database)]\n# impl Query {\n# fn hello_world() -> &str {\n# \"Hello World!\"\n# }\n# }\n# # pub struct Subscription;\n# # type StringStream = Pin> + Send>>;\n# # #[juniper::graphql_subscription(Context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream =\n# tokio::stream::iter(vec![Ok(String::from(\"Hello\")), Ok(String::from(\"World!\"))]);\n# Box::pin(stream)\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 req: GraphQLRequest = serde_json::from_str( r#\" { \"query\": \"subscription { helloWorld }\" } \"#, ) .unwrap(); let ctx = Database::new(); let mut conn = coordinator.subscribe(&req, &ctx).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n} # fn main() { }","breadcrumbs":"Advanced Topics » Coordinator","id":"84","title":"Coordinator"},"85":{"body":"Currently there is an example of subscriptions with [warp][warp], but it still in an alpha state. 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Warp Subscription Example Small Example [Coordinator]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Coordinator.html\n[SubscriptionCoordinator]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionCoordinator.html\n[Connection]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Connection.html\n[SubscriptionConnection]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionConnection.html [Future]: https://docs.rs/futures/0.3.4/futures/future/trait.Future.html\n[warp]: https://github.com/graphql-rust/juniper/tree/master/juniper_warp\n[WS]: https://github.com/apollographql/subscriptions-transport-ws/blob/master/PROTOCOL.md\n[GraphQLError]: https://docs.rs/juniper/0.14.2/juniper/enum.GraphQLError.html\n[Schema]: ../schema/schemas_and_mutations.md","breadcrumbs":"Advanced Topics » Web Integration and Examples","id":"85","title":"Web Integration and Examples"},"9":{"body":"You can invoke juniper::execute directly to run a GraphQL query: # // Only needed due to 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is a GraphQL server library for Rust. Build type-safe and fast API servers with minimal boilerplate and configuration. GraphQL is a data query language developed by Facebook intended to serve mobile and web application frontends. Juniper makes it possible to write GraphQL servers in Rust that are type-safe and blazingly fast. We also try to make declaring and resolving GraphQL schemas as convenient as possible as Rust will allow. Juniper does not include a web server - instead it provides building blocks to make integration with existing servers straightforward. It optionally provides a pre-built integration for the Hyper , Iron , Rocket , and Warp frameworks, including embedded Graphiql for easy debugging. Cargo crate API Reference","breadcrumbs":"Juniper","id":"0","title":"Juniper"},"1":{"body":"Juniper supports the full GraphQL query language according to the specification , including interfaces, unions, schema introspection, and validations. It does not, however, support the schema language. 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 e.g. [Episode] would be Option>> .","breadcrumbs":"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 your application uses. Juniper provides some convenient abstractions that try to make this process as painless as possible. Find out more in the individual chapters below. Defining objects Complex fields Using contexts Error handling Other types Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Type System","id":"10","title":"Type System"},"11":{"body":"While any type in Rust can be exposed as a GraphQL object, the most common one is a struct. There are two ways to create a GraphQL object in Juniper. If you've got a simple struct you want to expose, the easiest way is to use the custom derive attribute. The other way is described in the Complex fields chapter. # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} # fn main() {} This will create 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. If you need a nullable field, you can use Option . We should take advantage of the fact that GraphQL is self-documenting and add descriptions to the type and fields. Juniper will automatically use associated doc comments as GraphQL descriptions: !FILENAME GraphQL descriptions via Rust doc comments # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\n/// Information about a person\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} # fn main() {} Objects and fields without doc comments can instead set a description via the graphql attribute. The following example is equivalent to the above: !FILENAME GraphQL descriptions via attribute # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\n#[graphql(description=\"Information about a person\")]\nstruct Person { #[graphql(description=\"The person's full name, including both first and last names\")] name: String, #[graphql(description=\"The person's age in years, rounded down\")] age: i32,\n} # fn main() {} Descriptions set via the graphql attribute take precedence over Rust doc comments. This enables internal Rust documentation and external GraphQL documentation to differ: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\n#[graphql(description=\"This description shows up in GraphQL\")]\n/// This description shows up in RustDoc\nstruct Person { #[graphql(description=\"This description shows up in GraphQL\")] /// This description shows up in RustDoc name: String, /// This description shows up in both RustDoc and GraphQL age: i32,\n} # fn main() {}","breadcrumbs":"Defining objects","id":"11","title":"Defining objects"},"12":{"body":"You can only use the custom derive attribute under these circumstances: The annotated type is a struct , Every struct field is either A primitive type ( i32 , f64 , bool , String , juniper::ID ), or A valid custom GraphQL type, e.g. another struct marked with this attribute, or A container/reference containing any of the above, e.g. Vec , Box , Option Let's see what that means for building relationships between objects: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} #[derive(juniper::GraphQLObject)]\nstruct House { address: Option, // Converted into String (nullable) inhabitants: Vec, // Converted into [Person!]!\n} # fn main() {} Because Person is a valid GraphQL type, you can have a Vec in a struct and it'll be automatically converted into a list of non-nullable Person objects.","breadcrumbs":"Relationships","id":"12","title":"Relationships"},"13":{"body":"By default, struct fields are converted from Rust's standard snake_case naming convention into GraphQL's camelCase convention: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { first_name: String, // Would be exposed as firstName in the GraphQL schema last_name: String, // Exposed as lastName\n} # fn main() {} You can override the name by using the graphql attribute on individual struct fields: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(name=\"websiteURL\")] website_url: Option, // Now exposed as websiteURL in the schema\n} # fn main() {}","breadcrumbs":"Renaming fields","id":"13","title":"Renaming fields"},"14":{"body":"To deprecate a field, you specify a deprecation reason using the graphql attribute: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(deprecated = \"Please use the name field instead\")] first_name: String,\n} # fn main() {} The name , description , and deprecation arguments can of course be combined. Some restrictions from the GraphQL spec still applies though; you can only deprecate object fields and enum values.","breadcrumbs":"Deprecating fields","id":"14","title":"Deprecating fields"},"15":{"body":"By default all fields in a GraphQLObject are included in the generated GraphQL type. To prevent including a specific field, annotate the field with #[graphql(skip)] : # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32, #[graphql(skip)] # #[allow(dead_code)] password_hash: String, // This cannot be queried or modified from GraphQL\n} # fn main() {}","breadcrumbs":"Skipping fields","id":"15","title":"Skipping fields"},"16":{"body":"If you've got a struct that can't be mapped directly to GraphQL, that contains computed fields or circular structures, you have to use a more powerful tool: the object procedural macro. This macro lets you define GraphQL object fields in a Rust impl block for a type. Note that only GraphQL fields can be specified in this impl block. If you want to define normal methods on the struct, you have to do so in a separate, normal impl block. Continuing with the example from the last chapter, this is how you would define Person using the macro: # extern crate juniper; struct Person { name: String, age: i32,\n} #[juniper::graphql_object]\nimpl Person { fn name(&self) -> &str { self.name.as_str() } fn age(&self) -> i32 { self.age }\n} // Note that this syntax generates an implementation of the GraphQLType trait,\n// the base impl of your struct can still be written like usual:\nimpl Person { pub fn hidden_from_graphql(&self) { // [...] }\n} # fn main() { } While this is a bit more verbose, it lets you write any kind of function in the field resolver. With this syntax, fields can also take arguments: # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\nstruct Person { name: String, age: i32,\n} struct House { inhabitants: Vec,\n} #[juniper::graphql_object]\nimpl House { // Creates the field inhabitantWithName(name), returning a nullable person fn inhabitant_with_name(&self, name: String) -> Option<&Person> { self.inhabitants.iter().find(|p| p.name == name) }\n} # fn main() {} To access global data such as database connections or authentication information, a context is used. To learn more about this, see the next chapter: Using contexts .","breadcrumbs":"Defining objects » Complex fields","id":"16","title":"Complex fields"},"17":{"body":"Like with the derive attribute, field names will be converted from snake_case to camelCase . If you need to override the conversion, you can simply rename the field. Also, the type name can be changed with an alias: # extern crate juniper; struct Person {\n} /// Doc comments are used as descriptions for GraphQL.\n#[juniper::graphql_object( // With this attribute you can change the public GraphQL name of the type. name = \"PersonObject\", // You can also specify a description here, which will overwrite // a doc comment description. description = \"...\",\n)]\nimpl Person { /// A doc comment on the field will also be used for GraphQL. #[graphql( // Or provide a description here. description = \"...\", )] fn doc_comment(&self) -> &str { \"\" } // Fields can also be renamed if required. #[graphql( name = \"myCustomFieldName\", )] fn renamed_field() -> bool { true } // Deprecations also work as you'd expect. // Both the standard Rust syntax and a custom attribute is accepted. #[deprecated(note = \"...\")] fn deprecated_standard() -> bool { false } #[graphql(deprecated = \"...\")] fn deprecated_graphql() -> bool { true }\n} # fn main() { }","breadcrumbs":"Defining objects » Description, renaming, and deprecation","id":"17","title":"Description, renaming, and deprecation"},"18":{"body":"Method field arguments can also be customized. They can have custom descriptions and default values. Note : The syntax for this is currently a little awkward. This will become better once the Rust RFC 2565 is implemented. # extern crate juniper; struct Person {} #[juniper::graphql_object]\nimpl Person { #[graphql( arguments( arg1( // Set a default value which will be injected if not present. // The default can be any valid Rust expression, including a function call, etc. default = true, // Set a description. description = \"The first argument...\" ), arg2( default = 0, ) ) )] fn field1(&self, arg1: bool, arg2: i32) -> String { format!(\"{} {}\", arg1, arg2) }\n} # fn main() { }","breadcrumbs":"Defining objects » Customizing arguments","id":"18","title":"Customizing arguments"},"19":{"body":"GraphQL fields expose more features than Rust's standard method syntax gives us: Per-field description and deprecation messages Per-argument default values Per-argument descriptions These, and more features, are described more thorougly in the reference documentation .","breadcrumbs":"Defining objects » More features","id":"19","title":"More features"},"2":{"body":"","breadcrumbs":"Integrations","id":"2","title":"Integrations"},"20":{"body":"The context type is a feature in Juniper that lets field resolvers access global data, most commonly database connections or authentication information. The context is usually created from a context factory . How this is defined is specific to the framework integration you're using, so check out the documentation for either the Iron or Rocket integration. In this chapter, we'll show you how to define a context type and use it in field resolvers. Let's say that we have a simple user database in a HashMap : # #![allow(dead_code)]\n# use std::collections::HashMap; struct Database { users: HashMap,\n} struct User { id: i32, name: String, friend_ids: Vec,\n} # fn main() { } We would like a friends field on User that returns a list of User objects. In order to write such a field though, the database must be queried. To solve this, we mark the Database as a valid context type and assign it to the user object. To gain access to the context, we need to specify an argument with the same type as the specified Context for the type: # use std::collections::HashMap;\nextern crate juniper; // This struct represents our context.\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} // Assign Database as the context type for User\n#[juniper::graphql_object( Context = Database,\n)]\nimpl User { // 3. Inject the context by specifying an argument // with the context type. // Note: // - the type must be a reference // - the name of the argument SHOULD be context fn friends(&self, context: &Database) -> Vec<&User> { // 5. Use the database to lookup users self.friend_ids.iter() .map(|id| context.users.get(id).expect(\"Could not find user with ID\")) .collect() } fn name(&self) -> &str { self.name.as_str() } fn id(&self) -> i32 { self.id }\n} # fn main() { } You only get an immutable reference to the context, so if you want to affect change to the execution, you'll need to use interior mutability using e.g. RwLock or RefCell .","breadcrumbs":"Defining objects » Using contexts","id":"20","title":"Using contexts"},"21":{"body":"Error handling in GraphQL can be done in multiple ways. In the following two different error handling models are discussed: field results and GraphQL schema backed errors. Each approach has its advantages. Choosing the right error handling method depends on the requirements of the application--investigating both approaches is beneficial.","breadcrumbs":"Defining objects » Error handling","id":"21","title":"Error handling"},"22":{"body":"Rust provides two ways of dealing with errors: Result for recoverable errors and panic! for unrecoverable errors. Juniper does not do anything about panicking; it will bubble up to the surrounding framework and hopefully be dealt with there. For recoverable errors, Juniper works well with the built-in Result type, you can use the ? operator or the try! macro and things will generally just work as you expect them to: # extern crate juniper;\nuse std::{ str, path::PathBuf, fs::{File}, io::{Read},\n};\nuse juniper::FieldResult; struct Example { filename: PathBuf,\n} #[juniper::graphql_object]\nimpl Example { fn contents() -> 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]; match str::from_utf8(&invalid) { Ok(s) => Ok(Some(s.to_string())), Err(e) => Err(e)?, } }\n} # fn main() {} FieldResult is an alias for Result , which is the error type all fields must return. By using the ? operator or try! macro, any type that implements the Display trait - which are most of the error types out there - those errors are automatically converted into FieldError .","breadcrumbs":"Defining objects » Field Results","id":"22","title":"Field Results"},"23":{"body":"Juniper's error behavior conforms to the GraphQL specification . When a field returns an error, the field's result is replaced by null , an additional errors object is created at the top level of the response, and the execution is resumed. For example, with the previous example and the following query: { example { contents foo }\n} If str::from_utf8 resulted in a std::str::Utf8Error , the following would be returned: !FILENAME Response for nullable field with error { \"data\": { \"example\": { contents: \"\", foo: null, } }, \"errors\": [ \"message\": \"invalid utf-8 sequence of 2 bytes from index 0\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n} If an error is returned from a non-null field, such as the example above, the null value is propagated up to the first nullable parent field, or the root data object if there are no nullable fields. For example, with the following query: { example { contents }\n} If File::open() above resulted in std::io::ErrorKind::PermissionDenied , the following would be returned: !FILENAME Response for non-null field with error and no nullable parent { \"errors\": [ \"message\": \"Permission denied (os error 13)\", \"locations\": [{ \"line\": 2, \"column\": 4 }]) ]\n}","breadcrumbs":"Defining objects » Error payloads, null , and partial errors","id":"23","title":"Error payloads, null , and partial errors"},"24":{"body":"Sometimes it is desirable to return additional structured error information to clients. This can be accomplished by implementing IntoFieldError : # #[macro_use] extern crate juniper;\nenum CustomError { WhateverNotSet,\n} impl juniper::IntoFieldError for CustomError { fn into_field_error(self) -> juniper::FieldError { match self { CustomError::WhateverNotSet => juniper::FieldError::new( \"Whatever does not exist\", graphql_value!({ \"type\": \"NO_WHATEVER\" }), ), } }\n} struct Example { whatever: Option,\n} #[juniper::graphql_object]\nimpl Example { fn whatever() -> Result { if let Some(value) = self.whatever { return Ok(value); } Err(CustomError::WhateverNotSet) }\n} # fn main() {} The specified structured error information is included in the extensions key: { \"errors\": [ \"message\": \"Whatever does not exist\", \"locations\": [{ \"line\": 2, \"column\": 4 }]), \"extensions\": { \"type\": \"NO_WHATEVER\" } ]\n}","breadcrumbs":"Defining objects » Structured errors","id":"24","title":"Structured errors"},"25":{"body":"Rust's model of errors can be adapted for GraphQL. Rust's panic is similar to a FieldError --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 the GraphQL schema so the client can intelligently handle them. To implement this approach, all errors must be partitioned into two error classes: Critical errors that cannot be fixed by the user (e.g. a database error). Recoverable errors that can be fixed by the user (e.g. invalid input data). Critical errors are returned from resolvers as FieldErrors (from the previous section). Non-critical errors are part of the GraphQL schema and can be handled gracefully by clients. Similar to Rust, GraphQL allows similar error models with unions (see Unions).","breadcrumbs":"Defining objects » Errors Backed by GraphQL's Schema","id":"25","title":"Errors Backed by GraphQL's Schema"},"26":{"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. In this example the 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 the user. # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { field: String, message: String,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrors { errors: Vec,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrors),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&self, name: String, quantity: i32) -> GraphQLResult { let mut errors = Vec::new(); if !(10 <= name.len() && name.len() <= 100) { errors.push(ValidationError { field: \"name\".to_string(), message: \"between 10 and 100\".to_string() }); } if !(1 <= quantity && quantity <= 10) { errors.push(ValidationError { field: \"quantity\".to_string(), message: \"between 1 and 10\".to_string() }); } if errors.is_empty() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(ValidationErrors { errors }) } }\n} # fn main() {} Each function may have a different return type and depending on the input parameters a new result type is required. For example, adding a user requires a new result type which contains the variant Ok(User) instead of Ok(Item) . The client can send a mutation request and handle the resulting errors as shown in the following example: { mutation { addItem(name: \"\", quantity: 0) { ... on Item { name } ... on ValidationErrors { errors { field message } } } }\n} 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":"Defining objects » Example Input Validation (simple)","id":"26","title":"Example Input Validation (simple)"},"27":{"body":"Instead of using strings to propagate errors, it is possible to use GraphQL's type system to describe the errors more precisely. For each fallible input variable a field in a GraphQL object is created. The field is set if the validation for that particular field fails. You 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. # extern crate juniper;\n#[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationError { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationError),\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { GraphQLResult::Ok(Item { name, quantity }) } else { GraphQLResult::Err(error) } }\n} # fn main() {} { mutation { addItem { ... on Item { name } ... on ValidationErrorsItem { name quantity } } }\n} Expected errors are handled directly inside the query. Additionally, all non-critical errors are known in advance by both the server and the client.","breadcrumbs":"Defining objects » Example Input Validation (complex)","id":"27","title":"Example Input Validation (complex)"},"28":{"body":"Our examples so far have only included non-critical errors. Providing errors inside the GraphQL schema still allows you 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 the database to fail, the corresponding error is returned as a critical error: # // Only needed due to 2018 edition because the macro is not accessible.\n# #[macro_use] extern crate juniper; #[derive(juniper::GraphQLObject)]\npub struct Item { name: String, quantity: i32,\n} #[derive(juniper::GraphQLObject)]\npub struct ValidationErrorItem { name: Option, quantity: Option,\n} #[derive(juniper::GraphQLUnion)]\npub enum GraphQLResult { Ok(Item), Err(ValidationErrorItem),\n} pub enum ApiError { Database,\n} impl juniper::IntoFieldError for ApiError { fn into_field_error(self) -> juniper::FieldError { match self { ApiError::Database => juniper::FieldError::new( \"Internal database error\", graphql_value!({ \"type\": \"DATABASE\" }), ), } }\n} pub struct Mutation; #[juniper::graphql_object]\nimpl Mutation { fn addItem(&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\".to_string()); } if !(1 <= quantity && quantity <= 10) { error.quantity = Some(\"between 1 and 10\".to_string()); } if error.name.is_none() && error.quantity.is_none() { Ok(GraphQLResult::Ok(Item { name, quantity })) } else { Ok(GraphQLResult::Err(error)) } }\n} # fn main() {}","breadcrumbs":"Defining objects » Example Input Validation (complex with critical error)","id":"28","title":"Example Input Validation (complex with critical error)"},"29":{"body":"The Shopify API implements a similar approach. Their API is a good reference to explore this approach in a real world application.","breadcrumbs":"Defining objects » Additional Material","id":"29","title":"Additional Material"},"3":{"body":"Juniper has automatic integration with some very common Rust crates to make building schemas a breeze. The types from these crates will be usable in your Schemas automatically. uuid url chrono bson","breadcrumbs":"Data types","id":"3","title":"Data types"},"30":{"body":"The first approach discussed above--where every error is a critical error defined by FieldResult --is easier to implement. However, the client does not know what errors may occur and must instead infer what happened from the error string. This is brittle and could change over time due to either the client or server changing. Therefore, extensive integration testing between the client and server is required to maintain the implicit contract between the two. Encoding non-critical errors in the GraphQL schema makes the contract between the client and the server explicit. This allows the client to understand and handle these errors correctly and the server to know when changes are potentially breaking clients. However, encoding this error information into the GraphQL schema requires additional code and up-front definition of non-critical errors.","breadcrumbs":"Defining objects » Comparison","id":"30","title":"Comparison"},"31":{"body":"The GraphQL type system provides several types in additon to objects. Find out more about each type below: Enums Interfaces Input objects Scalars Unions","breadcrumbs":"Other Types","id":"31","title":"Other Types"},"32":{"body":"Enums in GraphQL are string constants grouped together to represent a set of possible values. Simple Rust enums can be converted to GraphQL enums by using a custom derive attribute: # extern crate juniper;\n#[derive(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} # fn main() {} Juniper converts all enum variants to uppercase, so the corresponding string values for these variants are NEWHOPE , EMPIRE , and JEDI , respectively. If you want to override this, you can use the graphql attribute, similar to how it works when defining objects : # extern crate juniper;\n#[derive(juniper::GraphQLEnum)]\nenum Episode { #[graphql(name=\"NEW_HOPE\")] NewHope, Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Enums","id":"32","title":"Enums"},"33":{"body":"Just like when defining objects, the type itself can be renamed and documented, while individual enum variants can be renamed, documented, and deprecated: # extern crate juniper;\n#[derive(juniper::GraphQLEnum)]\n#[graphql(name=\"Episode\", description=\"An episode of Star Wars\")]\nenum StarWarsEpisode { #[graphql(deprecated=\"We don't really talk about this one\")] ThePhantomMenace, #[graphql(name=\"NEW_HOPE\")] NewHope, #[graphql(description=\"Arguably the best one in the trilogy\")] Empire, Jedi,\n} # fn main() {}","breadcrumbs":"Other types » Documentation and deprecation","id":"33","title":"Documentation and deprecation"},"34":{"body":"Name of Attribute Container Support Field Support context ✔ ? deprecated ✔ ✔ description ✔ ✔ interfaces ? ✘ name ✔ ✔ noasync ✔ ? scalar ✘ ? skip ? ✘ ✔: supported ✘: not supported ?: not available","breadcrumbs":"Other types » Supported Macro Attributes (Derive)","id":"34","title":"Supported Macro Attributes (Derive)"},"35":{"body":"GraphQL interfaces map well to interfaces known from common object-oriented languages such as Java or C#, but Rust has unfortunately not a concept that maps perfectly to them. Because of this, defining interfaces in Juniper can require a little bit of boilerplate code, but on the other hand gives you full control over which type is backing your interface. To highlight a couple of different ways you can implement interfaces in Rust, let's have a look at the same end-result from a few different implementations:","breadcrumbs":"Other types » Interfaces","id":"35","title":"Interfaces"},"36":{"body":"Traits are maybe the most obvious concept you want to use when building interfaces. But because GraphQL supports downcasting while Rust doesn't, you'll have to manually specify how to convert a trait into a concrete type. This can be done in a couple of different ways:","breadcrumbs":"Other types » Traits","id":"36","title":"Traits"},"37":{"body":"#[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} trait Character { fn id(&self) -> &str; // Downcast methods, each concrete class will need to implement one of these fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() } fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() } fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n} juniper::graphql_interface!(<'a> &'a dyn Character: () as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |_| { // The left hand side indicates the concrete type T, the right hand // side should be an expression returning Option &Human => self.as_human(), &Droid => self.as_droid(), }\n}); # fn main() {} The instance_resolvers declaration lists all the implementors of the given interface and how to resolve them. As you can see, you lose a bit of the point with using traits: you need to list all the concrete types in the trait itself, and there's a bit of repetition going on.","breadcrumbs":"Other types » Downcasting via accessor methods","id":"37","title":"Downcasting via accessor methods"},"38":{"body":"If you can afford an extra database lookup when the concrete class is requested, you can do away with the downcast methods and use the context instead. Here, we'll use two hashmaps, but this could be two tables and some SQL calls instead: # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} trait Character { fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} juniper::graphql_interface!(<'a> &'a dyn Character: Database as \"Character\" where Scalar =  |&self| { field id() -> &str { self.id() } instance_resolvers: |&context| { &Human => context.humans.get(self.id()), &Droid => context.droids.get(self.id()), }\n}); # fn main() {} This removes the need of downcast methods, but still requires some repetition.","breadcrumbs":"Other types » Using an extra database lookup","id":"38","title":"Using an extra database lookup"},"39":{"body":"Continuing on from the last example, the trait itself seems a bit unneccesary. Maybe it can just be a struct containing the ID? # use std::collections::HashMap;\n#[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\n#[graphql(Context = \"Database\")]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n} impl juniper::Context for Database {} struct Character { id: String,\n} juniper::graphql_interface!(Character: Database where Scalar =  |&self| { field id() -> &str { self.id.as_str() } instance_resolvers: |&context| { &Human => context.humans.get(&self.id), &Droid => context.droids.get(&self.id), }\n}); # fn main() {} This reduces repetition some more, but might be impractical if the interface's surface area is large.","breadcrumbs":"Other types » Placeholder objects","id":"39","title":"Placeholder objects"},"4":{"body":"hyper rocket iron warp","breadcrumbs":"Web Frameworks","id":"4","title":"Web Frameworks"},"40":{"body":"Using enums and pattern matching lies half-way between using traits and using placeholder objects. We don't need the extra database call in this case, so we'll remove it. #[derive(juniper::GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(juniper::GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} # #[allow(dead_code)]\nenum Character { Human(Human), Droid(Droid),\n} juniper::graphql_interface!(Character: () where Scalar =  |&self| { field id() -> &str { match *self { Character::Human(Human { ref id, .. }) | Character::Droid(Droid { ref id, .. }) => id, } } instance_resolvers: |_| { &Human => match *self { Character::Human(ref h) => Some(h), _ => None }, &Droid => match *self { Character::Droid(ref d) => Some(d), _ => None }, }\n}); # fn main() {}","breadcrumbs":"Other types » Enums","id":"40","title":"Enums"},"41":{"body":"Input objects are complex data structures that can be used as arguments to GraphQL fields. In Juniper, you can define input objects using a custom derive attribute, similar to simple objects and enums: # extern crate juniper;\n#[derive(juniper::GraphQLInputObject)]\nstruct Coordinate { latitude: f64, longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: Coordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Input objects","id":"41","title":"Input objects"},"42":{"body":"Just like the other derives , you can rename and add documentation to both the type and the fields: # extern crate juniper;\n#[derive(juniper::GraphQLInputObject)]\n#[graphql(name=\"Coordinate\", description=\"A position on the globe\")]\nstruct WorldCoordinate { #[graphql(name=\"lat\", description=\"The latitude\")] latitude: f64, #[graphql(name=\"long\", description=\"The longitude\")] longitude: f64\n} struct Root;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[juniper::graphql_object]\nimpl Root { fn users_at_location(coordinate: WorldCoordinate, radius: f64) -> Vec { // Send coordinate to database // ...\n# unimplemented!() }\n} # fn main() {}","breadcrumbs":"Other types » Documentation and renaming","id":"42","title":"Documentation and renaming"},"43":{"body":"Scalars are the primitive types at the leaves of a GraphQL query: numbers, strings, and booleans. You can create custom scalars to other primitive values, but this often requires coordination with the client library intended to consume the API you're building. Since any value going over the wire is eventually transformed into JSON, you're also limited in the data types you can use. There are two ways to define custom scalars. For simple scalars that just wrap a primitive type, you can use the newtype pattern with a custom derive. For more advanced use cases with custom validation, you can use the graphql_scalar proc macro.","breadcrumbs":"Other types » Scalars","id":"43","title":"Scalars"},"44":{"body":"Juniper has built-in support for: i32 as Int f64 as Float String and &str as String bool as Boolean juniper::ID as ID . This type is defined in the spec as a type that is serialized as a string but can be parsed from both a string and an integer. Note that there is no built-in support for i64 / u64 , as the GraphQL spec doesn't define any built-in scalars for i64 / u64 by default . You may wish to leverage a custom GraphQL scalar in your schema to support them. Third party types : Juniper has built-in support for a few additional types from common third party crates. They are enabled via features that are on by default. uuid::Uuid chrono::DateTime url::Url bson::oid::ObjectId","breadcrumbs":"Other types » Built-in scalars","id":"44","title":"Built-in scalars"},"45":{"body":"Often, you might need a custom scalar that just wraps an existing type. This can be done with the newtype pattern and a custom derive, similar to how serde supports this pattern with #[serde(transparent)] . # extern crate juniper;\n#[derive(juniper::GraphQLScalarValue)]\npub struct UserId(i32); #[derive(juniper::GraphQLObject)]\nstruct User { id: UserId,\n} # fn main() {} That's it, you can now user UserId in your schema. The macro also allows for more customization: # extern crate juniper;\n/// You can use a doc comment to specify a description.\n#[derive(juniper::GraphQLScalarValue)]\n#[graphql( transparent, // Overwrite the GraphQL type name. name = \"MyUserId\", // Specify a custom description. // A description in the attribute will overwrite a doc comment. description = \"My user id description\",\n)]\npub struct UserId(i32); # fn main() {}","breadcrumbs":"Other types » newtype pattern","id":"45","title":"newtype pattern"},"46":{"body":"For more complex situations where you also need custom parsing or validation, you can use the graphql_scalar proc macro. Typically, you represent your custom scalars as strings. The example below implements a custom scalar for a custom Date type. Note: juniper already has built-in support for the chrono::DateTime type via chrono feature, which is enabled by default and should be used for this purpose. The example below is used just for illustration. Note : the example assumes that the Date type implements std::fmt::Display and std::str::FromStr . # extern crate juniper;\n# mod date { # pub struct Date; # impl std::str::FromStr for Date{ # type Err = String; fn from_str(_value: &str) -> Result { unimplemented!() }\n# }\n# // And we define how to represent date as a string.\n# impl std::fmt::Display for Date {\n# fn fmt(&self, _f: &mut std::fmt::Formatter) -> std::fmt::Result {\n# unimplemented!()\n# }\n# }\n# } use juniper::{Value, ParseScalarResult, ParseScalarValue};\nuse date::Date; #[juniper::graphql_scalar(description = \"Date\")]\nimpl GraphQLScalar for Date where S: ScalarValue\n{ // Define how to convert your custom scalar into a primitive type. fn resolve(&self) -> Value { Value::scalar(self.to_string()) } // Define how to parse a primitive type into your custom scalar. fn from_input_value(v: &InputValue) -> Option { v.as_scalar_value() .and_then(|v| v.as_str()) .and_then(|s| s.parse().ok()) } // Define how to parse a string value. fn from_str<'a>(value: ScalarToken<'a>) -> ParseScalarResult<'a, S> { >::from_str(value) }\n} # fn main() {}","breadcrumbs":"Other types » Custom scalars","id":"46","title":"Custom scalars"},"47":{"body":"From the server's point of view, GraphQL unions are similar to interfaces - the only exception is that they don't contain fields on their own. For implementing GraphQL unions Juniper provides: #[derive(GraphQLUnion)] macro for enums and structs. #[graphql_union] for traits.","breadcrumbs":"Other types » Unions","id":"47","title":"Unions"},"48":{"body":"Most of the time, we just need a trivial and straightforward Rust enum to represent a GraphQL union . # extern crate juniper;\n# #[macro_use] extern crate derive_more;\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Enums","id":"48","title":"Enums"},"49":{"body":"In some rare situations we may want to omit exposing an enum variant in the GraphQL schema. 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. 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 at runtime . # extern crate juniper;\n# #[macro_use] extern crate derive_more;\n# use std::marker::PhantomData;\nuse derive_more::From;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[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 `#[graphql(skip)]`, your choice _State(PhantomData),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring enum variants","id":"49","title":"Ignoring enum variants"},"5":{"body":"Juniper has not reached 1.0 yet, thus some API instability should be expected.","breadcrumbs":"API Stability","id":"5","title":"API Stability"},"50":{"body":"If some custom logic is needed to resolve a GraphQL union variant, you may specify an external function to do so: # extern crate juniper;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} pub struct CustomContext { droid: Droid,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\nenum Character { Human(Human), #[graphql(with = Character::droid_from_context)] Droid(Droid),\n} impl Character { // NOTICE: The function signature must contain `&self` and `&Context`, // and return `Option<&VariantType>`. fn droid_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Droid> { Some(&ctx.droid) }\n}\n#\n# fn main() {} With an external resolver function we can even declare a new GraphQL union variant where the Rust type is absent in the initial enum definition. The attribute syntax #[graphql(on VariantType = resolver_fn)] follows the GraphQL syntax for dispatching union variants . # extern crate juniper;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = CustomContext)]\nstruct Ewok { id: String, is_funny: bool,\n} pub struct CustomContext { ewok: Ewok,\n}\nimpl juniper::Context for CustomContext {} #[derive(GraphQLUnion)]\n#[graphql(Context = CustomContext)]\n#[graphql(on Ewok = Character::ewok_from_context)]\nenum Character { Human(Human), Droid(Droid), #[graphql(ignore)] // or `#[graphql(skip)]`, your choice Ewok,\n} impl Character { fn ewok_from_context<'c>(&self, ctx: &'c CustomContext) -> Option<&'c Ewok> { if let Self::Ewok = self { Some(&ctx.ewok) } else { None } }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"50","title":"External resolver functions"},"51":{"body":"Using Rust structs as GraphQL unions is very similar to using enums, with the nuance that specifying an external resolver function is the only way to declare a GraphQL union variant. # extern crate juniper;\n# use std::collections::HashMap;\nuse juniper::{GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[derive(GraphQLUnion)]\n#[graphql( Context = Database, on Human = Character::get_human, on Droid = Character::get_droid,\n)]\nstruct Character { id: String,\n} impl Character { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human>{ ctx.humans.get(&self.id) } fn get_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid>{ ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Structs","id":"51","title":"Structs"},"52":{"body":"To use a Rust trait definition as a GraphQL union you need to use the #[graphql_union] macro. Rust doesn't allow derive macros on traits , so using #[derive(GraphQLUnion)] on traits doesn't work. NOTICE : A trait has to be object safe , because schema resolvers will need to return a trait object to specify a GraphQL union behind it. # extern crate juniper;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { // NOTICE: The method signature must contain `&self` and return `Option<&VariantType>`. fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None }\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Traits","id":"52","title":"Traits"},"53":{"body":"If a context is required in a trait method to resolve a GraphQL union variant, specify it as an argument. # extern crate juniper;\n# use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\ntrait Character { // NOTICE: The method signature may optionally contain `&Context`. fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { None } fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { None }\n} impl Character for Human { fn as_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(&self.id) }\n} impl Character for Droid { fn as_droid<'db>(&self, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(&self.id) }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Custom context","id":"53","title":"Custom context"},"54":{"body":"As with enums, we may want to omit some trait methods to be assumed as GraphQL union variants and ignore them. # extern crate juniper;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[graphql_union]\ntrait Character { fn as_human(&self) -> Option<&Human> { None } fn as_droid(&self) -> Option<&Droid> { None } #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn as_human(&self) -> Option<&Human> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn as_droid(&self) -> Option<&Droid> { Some(&self) } fn id(&self) -> &str { self.id.as_str() }\n}\n#\n# fn main() {}","breadcrumbs":"Other types » Ignoring trait methods","id":"54","title":"Ignoring trait methods"},"55":{"body":"Similarly to enums and structs, it's not mandatory to use trait methods as GraphQL union variant resolvers. Instead, custom functions may be specified: # extern crate juniper;\n# use std::collections::HashMap;\nuse juniper::{graphql_union, GraphQLObject}; #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\n#[graphql(Context = Database)]\nstruct Droid { id: String, primary_function: String,\n} struct Database { humans: HashMap, droids: HashMap,\n}\nimpl juniper::Context for Database {} #[graphql_union(Context = Database)]\n#[graphql_union( on Human = DynCharacter::get_human, on Droid = get_droid,\n)]\ntrait Character { #[graphql_union(ignore)] // or `#[graphql_union(skip)]`, your choice fn id(&self) -> &str;\n} impl Character for Human { fn id(&self) -> &str { self.id.as_str() }\n} impl Character for Droid { fn id(&self) -> &str { self.id.as_str() }\n} // The trait object is always `Send` and `Sync`.\ntype DynCharacter<'a> = dyn Character + Send + Sync + 'a; impl<'a> DynCharacter<'a> { fn get_human<'db>(&self, ctx: &'db Database) -> Option<&'db Human> { ctx.humans.get(self.id()) }\n} // External resolver function doesn't have to be a method of a type.\n// It's only a matter of the function signature to match the requirements.\nfn get_droid<'db>(ch: &DynCharacter<'_>, ctx: &'db Database) -> Option<&'db Droid> { ctx.droids.get(ch.id())\n}\n#\n# fn main() {}","breadcrumbs":"Other types » External resolver functions","id":"55","title":"External resolver functions"},"56":{"body":"By default, #[derive(GraphQLUnion)] and #[graphql_union] macros generate code, which is generic over a ScalarValue type. This may introduce a problem when at least one of GraphQL union variants is restricted to a concrete ScalarValue type in its implementation. To resolve such problem, a concrete ScalarValue type should be specified: # extern crate juniper;\nuse juniper::{DefaultScalarValue, GraphQLObject, GraphQLUnion}; #[derive(GraphQLObject)]\n#[graphql(Scalar = DefaultScalarValue)]\nstruct Human { id: String, home_planet: String,\n} #[derive(GraphQLObject)]\nstruct Droid { id: String, primary_function: String,\n} #[derive(GraphQLUnion)]\n#[graphql(Scalar = DefaultScalarValue)] // removing this line will fail compilation\nenum Character { Human(Human), Droid(Droid),\n}\n#\n# fn main() {}","breadcrumbs":"Other types » ScalarValue considerations","id":"56","title":"ScalarValue considerations"},"57":{"body":"Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file. A schema consists of three types: a query object, a mutation object, and a subscription object. These three define the root query fields, mutations and subscriptions of the schema, respectively. The usage of subscriptions is a little different from the mutation and query objects, so there is a specific section that discusses them. 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. If mutation/subscription functionality is not needed, consider using EmptyMutation /[EmptySubscription][EmptySubscription]. 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 you define a GraphQL object somewhere but never reference it, it will not be exposed in a schema.","breadcrumbs":"Schemas","id":"57","title":"Schemas"},"58":{"body":"The query root is just a GraphQL object. You define it like any other GraphQL object in Juniper, most commonly using the graphql_object proc macro: # extern crate juniper;\n# use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Root; #[juniper::graphql_object]\nimpl Root { fn userWithUsername(username: String) -> FieldResult> { // Look up user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"The query root","id":"58","title":"The query root"},"59":{"body":"Mutations are also just GraphQL objects. Each mutation is a single field that performs some mutating side-effect such as updating a database. # extern crate juniper;\n# use juniper::FieldResult;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\nstruct Mutations; #[juniper::graphql_object]\nimpl Mutations { fn signUpUser(name: String, email: String) -> FieldResult { // Validate inputs and save user in database...\n# unimplemented!() }\n} # fn main() { }","breadcrumbs":"Mutations","id":"59","title":"Mutations"},"6":{"body":"This page will give you a short introduction to the concepts in Juniper. Juniper follows a code-first approach to defining GraphQL schemas. If you would like to use a schema-first approach instead, consider juniper-from-schema for generating code from a schema file.","breadcrumbs":"Quickstart","id":"6","title":"Quickstart"},"60":{"body":"Many tools in the GraphQL ecosystem require the schema to be defined in the GraphQL Schema Language . You can generate a GraphQL Schema Language representation of your schema defined in Rust using the schema-language feature (on by default): # extern crate juniper;\nuse juniper::{FieldResult, EmptyMutation, EmptySubscription, RootNode}; struct Query; #[juniper::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 Schema Language. let result = schema.as_schema_language(); let expected = \"\\\ntype Query { hello: String!\n} schema { query: Query\n}\n\"; assert_eq!(result, expected);\n} Note the schema-language feature may be turned off if you do not need this functionality to reduce dependencies and speed up compile times. [EmptySubscription]: https://docs.rs/juniper/0.14.2/juniper/struct.EmptySubscription.html","breadcrumbs":"Converting a Rust schema to the GraphQL Schema Language","id":"60","title":"Converting a Rust schema to the GraphQL Schema Language"},"61":{"body":"To allow using Juniper with the HTTP server of your choice, it does not come with a built in HTTP server. To actually get a server up and running, there are multiple official and third-party integration crates that will get you there. Official Server Integrations Warp Rocket Iron Hyper Third Party Integrations Actix-Web Finchers Tsukuyomi","breadcrumbs":"Adding A Server","id":"61","title":"Adding A Server"},"62":{"body":"Juniper provides official integration crates for several popular Rust server libraries. Warp Rocket Iron Hyper","breadcrumbs":"Adding A Server » Official Server Integrations","id":"62","title":"Official Server Integrations"},"63":{"body":"Warp is a super-easy, composable, web server framework for warp speeds. The fundamental building block of warp is the Filter: they can be combined and composed to express rich requirements on requests. Warp is built on Hyper and works on Rust's stable channel. Juniper's Warp integration is contained in the juniper_warp crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_warp = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Warp","id":"63","title":"Integrating with Warp"},"64":{"body":"Rocket is a web framework for Rust that makes it simple to write fast web applications without sacrificing flexibility or type safety. All with minimal code. Rocket does not work on Rust's stable channel and instead requires the nightly channel. Juniper's Rocket integration is contained in the juniper_rocket crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_rocket = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Rocket","id":"64","title":"Integrating with Rocket"},"65":{"body":"Iron is a library that's been around for a while in the Rust sphere but lately hasn't seen much of development. Nevertheless, it's still a solid library with a familiar request/response/middleware architecture that works on Rust's stable channel. Juniper's Iron integration is contained in the juniper_iron crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_iron = \"0.2.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Iron","id":"65","title":"Integrating with Iron"},"66":{"body":"Let's start with a minimal schema and just get a GraphQL endpoint up and running. We use mount to attach the GraphQL handler at /graphql . The context_factory function will be executed on every request and can be used to set up database connections, read session token information from cookies, and set up other global data that the schema might require. In this example, we won't use any global data so we just return an empty value. extern crate juniper;\nextern crate juniper_iron;\nextern crate iron;\nextern crate mount; use mount::Mount;\nuse iron::prelude::*;\nuse juniper::EmptyMutation;\nuse juniper_iron::GraphQLHandler; fn context_factory(_: &mut Request) -> IronResult<()> { Ok(())\n} struct Root; #[juniper::graphql_object]\nimpl Root { fn foo() -> String { \"Bar\".to_owned() }\n} # #[allow(unreachable_code, unused_variables)]\nfn main() { let mut mount = Mount::new(); let graphql_endpoint = GraphQLHandler::new( context_factory, Root, EmptyMutation::<()>::new(), ); mount.mount(\"/graphql\", graphql_endpoint); let chain = Chain::new(mount); # return; Iron::new(chain).http(\"0.0.0.0:8080\").unwrap();\n}","breadcrumbs":"Adding A Server » Official Server Integrations » Basic integration","id":"66","title":"Basic integration"},"67":{"body":"If you want to access e.g. the source IP address of the request from a field resolver, you need to pass this data using Juniper's context feature . # extern crate juniper;\n# extern crate juniper_iron;\n# extern crate iron;\n# use iron::prelude::*;\nuse std::net::SocketAddr; struct Context { remote_addr: SocketAddr,\n} impl juniper::Context for Context {} fn context_factory(req: &mut Request) -> IronResult { Ok(Context { remote_addr: req.remote_addr })\n} struct Root; #[juniper::graphql_object( Context = Context,\n)]\nimpl Root { field my_addr(context: &Context) -> String { format!(\"Hello, you're coming from {}\", context.remote_addr) }\n} # fn main() {\n# let _graphql_endpoint = juniper_iron::GraphQLHandler::new(\n# context_factory,\n# Root,\n# juniper::EmptyMutation::::new(),\n# );\n# }","breadcrumbs":"Adding A Server » Official Server Integrations » Accessing data from the request","id":"67","title":"Accessing data from the request"},"68":{"body":"Hyper is a fast HTTP implementation that many other Rust web frameworks leverage. It offers asynchronous I/O via the tokio runtime and works on Rust's stable channel. Hyper is not a higher-level web framework and accordingly does not include ergonomic features such as simple endpoint routing, baked-in HTTP responses, or reusable middleware. For GraphQL, those aren't large downsides as all POSTs and GETs usually go through a single endpoint with a few clearly-defined response payloads. Juniper's Hyper integration is contained in the juniper_hyper crate: !FILENAME Cargo.toml [dependencies]\njuniper = \"0.10\"\njuniper_hyper = \"0.1.0\" Included in the source is a small example which sets up a basic GraphQL and GraphiQL handler.","breadcrumbs":"Adding A Server » Official Server Integrations » Integrating with Hyper","id":"68","title":"Integrating with Hyper"},"69":{"body":"There are several examples or third party integration crates that are not officially maintained by Juniper developers. Actix-Web","breadcrumbs":"Adding A Server » Third-Party Integrations","id":"69","title":"Third-Party Integrations"},"7":{"body":"!FILENAME Cargo.toml [dependencies]\njuniper = \"0.14.2\"","breadcrumbs":"Installation","id":"7","title":"Installation"},"70":{"body":"The chapters below cover some more advanced scenarios. Introspection Non-struct objects Objects and generics Multiple operations per request Dataloaders Subscriptions","breadcrumbs":"Advanced Topics","id":"70","title":"Advanced Topics"},"71":{"body":"GraphQL defines a special built-in top-level field called __schema . Querying for this field allows one to introspect the schema at runtime to see what queries and mutations the GraphQL server supports. Because introspection queries are just regular GraphQL queries, Juniper supports them natively. For example, to get all the names of the types supported one could execute the following query against Juniper: { __schema { types { name } }\n}","breadcrumbs":"Advanced Topics » Introspection","id":"71","title":"Introspection"},"72":{"body":"Many client libraries and tools in the GraphQL ecosystem require a complete representation of the server schema. Often this representation is in JSON and referred to as schema.json . A complete representation of the schema can be produced by issuing a specially crafted introspection query. Juniper provides a convenience function to introspect the entire schema. The result can then be converted to JSON for use with tools and libraries such as graphql-client : # extern crate juniper;\n# extern crate serde_json;\nuse juniper::{EmptyMutation, EmptySubscription, FieldResult, IntrospectionFormat}; // Define our schema. #[derive(juniper::GraphQLObject)]\nstruct Example { id: String,\n} struct Context;\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( Context = Context,\n)]\nimpl Query { fn example(id: String) -> FieldResult { unimplemented!() }\n} type Schema = juniper::RootNode< 'static, Query, EmptyMutation, EmptySubscription\n>; fn main() { // Create a context object. let ctx = Context{}; // Run the built-in introspection query. let (res, _errors) = juniper::introspect( &Schema::new(Query, EmptyMutation::new(), EmptySubscription::new()), &ctx, IntrospectionFormat::default(), ).unwrap(); // Convert introspection result to json. let json_result = serde_json::to_string_pretty(&res); assert!(json_result.is_ok());\n}","breadcrumbs":"Advanced Topics » Schema introspection output as JSON","id":"72","title":"Schema introspection output as JSON"},"73":{"body":"Up until now, we've only looked at mapping structs to GraphQL objects. However, any Rust type can be mapped into a GraphQL object. In this chapter, we'll look at enums, but traits will work too - they don't have to be mapped into GraphQL interfaces. Using Result -like enums can be a useful way of reporting e.g. validation errors from a mutation: # extern crate juniper;\n# #[derive(juniper::GraphQLObject)] struct User { name: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nenum SignUpResult { Ok(User), Error(Vec),\n} #[juniper::graphql_object]\nimpl SignUpResult { fn user(&self) -> Option<&User> { match *self { SignUpResult::Ok(ref user) => Some(user), SignUpResult::Error(_) => None, } } fn error(&self) -> Option<&Vec> { match *self { SignUpResult::Ok(_) => None, SignUpResult::Error(ref errors) => Some(errors) } }\n} # fn main() {} Here, we use an enum to decide whether a user's input data was valid or not, and it could be used as the result of e.g. a sign up mutation. While this is an example of how you could use something other than a struct to represent a GraphQL object, it's also an example on how you could implement error handling for \"expected\" errors - errors like validation errors. There are no hard rules on how to represent errors in GraphQL, but there are some comments from one of the authors of GraphQL on how they intended \"hard\" field errors to be used, and how to model expected errors.","breadcrumbs":"Advanced Topics » Non-struct objects","id":"73","title":"Non-struct objects"},"74":{"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 you can expose in GraphQL from Rust: no generic structs can be exposed - all type parameters must be bound. For example, you can not make e.g. Result into a GraphQL type, but you can make e.g. Result into a GraphQL type. Let's make a slightly more compact but generic implementation of the last chapter : # extern crate juniper;\n# #[derive(juniper::GraphQLObject)] struct User { name: String }\n# #[derive(juniper::GraphQLObject)] struct ForumPost { title: String } #[derive(juniper::GraphQLObject)]\nstruct ValidationError { field: String, message: String,\n} # #[allow(dead_code)]\nstruct MutationResult(Result>); #[juniper::graphql_object( name = \"UserResult\",\n)]\nimpl MutationResult { fn user(&self) -> Option<&User> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} #[juniper::graphql_object( name = \"ForumPostResult\",\n)]\nimpl MutationResult { fn forum_post(&self) -> Option<&ForumPost> { self.0.as_ref().ok() } fn error(&self) -> Option<&Vec> { self.0.as_ref().err() }\n} # fn main() {} Here, we've made a wrapper around Result and exposed some concrete instantiations of Result as distinct GraphQL objects. The reason we needed the wrapper is of Rust's rules for when you can derive a trait - in this case, both Result and Juniper's internal GraphQL trait are from third-party sources. Because we're using generics, we also need to specify a name for our instantiated types. Even if Juniper could figure out the name, MutationResult wouldn't be a valid GraphQL type name.","breadcrumbs":"Advanced Topics » Objects and generics","id":"74","title":"Objects and generics"},"75":{"body":"The GraphQL standard generally assumes there will be one server request for each client operation you want to perform (such as a query or mutation). This is conceptually simple but has the potential to be inefficent. Some client libraries such as apollo-link-batch-http have added the ability to batch operations in a single HTTP request to save network round-trips and potentially increase performance. There are some tradeoffs that should be considered before batching requests. Juniper's server integration crates support multiple operations in a single HTTP request using JSON arrays. This makes them compatible with client libraries that support batch operations without any special configuration. Server integration crates maintained by others are not required to support batch requests. Batch requests aren't part of the official GraphQL specification. Assuming an integration supports batch requests, for the following GraphQL query: { hero { name }\n} The json data to POST to the server for an individual request would be: { \"query\": \"{hero{name}}\"\n} And the response would be of the form: { \"data\": { \"hero\": { \"name\": \"R2-D2\" } }\n} If you wanted to run the same query twice in a single HTTP request, the batched json data to POST to the server would be: [ { \"query\": \"{hero{name}}\" }, { \"query\": \"{hero{name}}\" }\n] And the response would be of the form: [ { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }, { \"data\": { \"hero\": { \"name\": \"R2-D2\" } } }\n]","breadcrumbs":"Advanced Topics » Multiple operations per request","id":"75","title":"Multiple operations per request"},"76":{"body":"A common issue with graphql servers is how the resolvers query their datasource. This issue results in a large number of unneccessary database queries or http requests. Say you were wanting to list a bunch of cults people were in query { persons { id name cult { id name } }\n} What would be executed by a SQL database would be: SELECT id, name, cult_id FROM persons;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 1;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\nSELECT id, name FROM cults WHERE id = 2;\n# ... Once the list of users has been returned, a separate query is run to find the cult of each user. You can see how this could quickly become a problem. A common solution to this is to introduce a dataloader . This can be done with Juniper using the crate cksac/dataloader-rs , which has two types of dataloaders; cached and non-cached. Cached Loader DataLoader provides a memoization cache, after .load() is called once with a given key, the resulting value is cached to eliminate redundant loads. DataLoader caching does not replace Redis, Memcache, 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 to your Application. (read more)","breadcrumbs":"Advanced Topics » Avoiding the N+1 Problem With Dataloaders","id":"76","title":"Avoiding the N+1 Problem With Dataloaders"},"77":{"body":"!FILENAME Cargo.toml [dependencies]\nactix-identity = \"0.2\"\nactix-rt = \"1.0\"\nactix-web = {version = \"2.0\", features = []}\njuniper = { git = \"https://github.com/graphql-rust/juniper\" }\nfutures = \"0.3\"\npostgres = \"0.15.2\"\ndataloader = \"0.12.0\"\nasync-trait = \"0.1.30\" // use dataloader::cached::Loader;\nuse dataloader::non_cached::Loader;\nuse dataloader::BatchFn;\nuse std::collections::HashMap;\nuse postgres::{Connection, TlsMode};\nuse std::env; pub fn get_db_conn() -> Connection { let pg_connection_string = env::var(\"DATABASE_URI\").expect(\"need a db uri\"); println!(\"Connecting to {}\", pg_connection_string); let conn = Connection::connect(&pg_connection_string[..], TlsMode::None).unwrap(); println!(\"Connection is fine\"); conn\n} #[derive(Debug, Clone)]\npub struct Cult { pub id: i32, pub name: String,\n} pub fn get_cult_by_ids(hashmap: &mut HashMap, ids: Vec) { let conn = get_db_conn(); for row in &conn .query(\"SELECT id, name FROM cults WHERE id = ANY($1)\", &[&ids]) .unwrap() { let cult = Cult { id: row.get(0), name: row.get(1), }; hashmap.insert(cult.id, cult); }\n} pub struct CultBatcher; #[async_trait]\nimpl BatchFn for CultBatcher { // A hashmap is used, as we need to return an array which maps each original key to a Cult. async fn load(&self, keys: &[i32]) -> HashMap { println!(\"load cult batch {:?}\", keys); let mut cult_hashmap = HashMap::new(); get_cult_by_ids(&mut cult_hashmap, keys.to_vec()); cult_hashmap }\n} pub type CultLoader = Loader; // To create a new loader\npub fn get_loader() -> CultLoader { Loader::new(CultBatcher) // Usually a DataLoader will coalesce all individual loads which occur // within a single frame of execution before calling your batch function with all requested keys. // However sometimes this behavior is not desirable or optimal. // Perhaps you expect requests to be spread out over a few subsequent ticks // See: https://github.com/cksac/dataloader-rs/issues/12 // More info: https://github.com/graphql/dataloader#batch-scheduling // A larger yield count will allow more requests to append to batch but will wait longer before actual load. .with_yield_count(100)\n} #[juniper::graphql_object(Context = Context)]\nimpl Cult { // your resolvers // To call the dataloader pub async fn cult_by_id(ctx: &Context, id: i32) -> Cult { ctx.cult_loader.load(id).await }\n}","breadcrumbs":"Advanced Topics » What does it look like?","id":"77","title":"What does it look like?"},"78":{"body":"Once created, a dataloader has the async functions .load() and .load_many() . In the above example cult_loader.load(id: i32).await returns Cult . If we had used cult_loader.load_many(Vec).await it would have returned Vec .","breadcrumbs":"Advanced Topics » How do I call them?","id":"78","title":"How do I call them?"},"79":{"body":"Dataloaders should be created per-request to avoid risk of bugs where one user is able to load cached/batched data from another user/ outside of its authenticated scope. Creating dataloaders within individual resolvers will prevent batching from occurring and will nullify the benefits of the dataloader. For example: When you declare your context use juniper; #[derive(Clone)]\npub struct Context { pub cult_loader: CultLoader,\n} impl juniper::Context for Context {} impl Context { pub fn new(cult_loader: CultLoader) -> Self { Self { cult_loader } }\n} Your handler for GraphQL (Note: instantiating context here keeps it per-request) pub async fn graphql( st: web::Data>, data: web::Json,\n) -> Result { // Context setup let cult_loader = get_loader(); let ctx = Context::new(cult_loader); // Execute let res = data.execute(&st, &ctx).await; let json = serde_json::to_string(&res).map_err(error::ErrorInternalServerError)?; Ok(HttpResponse::Ok() .content_type(\"application/json\") .body(json))\n}","breadcrumbs":"Advanced Topics » Where do I create my dataloaders?","id":"79","title":"Where do I create my dataloaders?"},"8":{"body":"Exposing simple enums and structs as GraphQL 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 , String , f64 , and i32 , references, and slices. 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 procedural macro that is used for declaring an object with resolvers, which you will use for the Query and Mutation roots. # extern crate juniper;\nuse juniper::{FieldResult, EmptySubscription}; # 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(juniper::GraphQLEnum)]\nenum Episode { NewHope, Empire, Jedi,\n} #[derive(juniper::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. #[derive(juniper::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\n// object macro.\n// Objects can have contexts that allow accessing shared state like a database\n// pool. struct Context { // Use your real database pool here. pool: DatabasePool,\n} // To make our context usable by Juniper, we have to implement a marker trait.\nimpl juniper::Context for Context {} struct Query; #[juniper::graphql_object( // Here we specify the context type for the object. // We need to do this in every type that // needs access to the context. Context = Context,\n)]\nimpl Query { fn apiVersion() -> &str { \"1.0\" } // Arguments to resolvers can either be simple types or input objects. // To gain access to the context, we specify a argument // that is a reference to the Context type. // Juniper automatically injects the correct context here. fn human(context: &Context, id: String) -> FieldResult { // Get a db connection. let connection = context.pool.get_connection()?; // Execute a db query. // Note the use of `?` to propagate errors. let human = connection.find_human(&id)?; // Return the result. 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The juniper_subscriptions crate provides a default connection implementation. Currently subscriptions are only supported on the master branch. Add the following to your Cargo.toml : [dependencies]\njuniper = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }\njuniper_subscriptions = { git = \"https://github.com/graphql-rust/juniper\", branch = \"master\" }","breadcrumbs":"Advanced Topics » How to achieve realtime data with GraphQL subscriptions","id":"82","title":"How to achieve realtime data with GraphQL subscriptions"},"83":{"body":"The Subscription is just a GraphQL object, similar to the query root and mutations object that you defined for the operations in your [Schema][Schema]. For subscriptions all fields/operations should be async and should return a Stream . 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This can can bring down a server easily if not handled correctly. The [ SubscriptionCoordinator ][SubscriptionCoordinator] trait provides coordination logic to enable functionality like DOS attack mitigation and resource limits. The [ SubscriptionCoordinator ][SubscriptionCoordinator] contains the schema and can keep track of opened connections, handle subscription start and end, and maintain a global subscription id for each subscription. Each time a connection is established, the [ SubscriptionCoordinator ][SubscriptionCoordinator] spawns a [ SubscriptionConnection ][SubscriptionConnection]. The [ SubscriptionConnection ][SubscriptionConnection] handles a single connection, providing resolver logic for a client stream as well as reconnection and shutdown logic. While you can implement [ SubscriptionCoordinator ][SubscriptionCoordinator] yourself, Juniper contains a simple and generic implementation called [ Coordinator ][Coordinator]. The subscribe operation returns a [ Future ][Future] with an Item value of a Result , where [ Connection ][Connection] is a Stream of values returned by the operation and [ GraphQLError ][GraphQLError] is the error when the subscription fails. # extern crate futures;\n# extern crate juniper;\n# extern crate juniper_subscriptions;\n# extern crate serde_json;\n# extern crate tokio;\n# use juniper::http::GraphQLRequest;\n# use juniper::{DefaultScalarValue, EmptyMutation, FieldError, RootNode, SubscriptionCoordinator};\n# use juniper_subscriptions::Coordinator;\n# use futures::{Stream, StreamExt};\n# use std::pin::Pin;\n# use tokio::runtime::Runtime;\n# use tokio::task;\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# # #[juniper::graphql_object(Context = Database)]\n# impl Query {\n# fn hello_world() -> &str {\n# \"Hello World!\"\n# }\n# }\n# # pub struct Subscription;\n# # type StringStream = Pin> + Send>>;\n# # #[juniper::graphql_subscription(Context = Database)]\n# impl Subscription {\n# async fn hello_world() -> StringStream {\n# let stream =\n# tokio::stream::iter(vec![Ok(String::from(\"Hello\")), Ok(String::from(\"World!\"))]);\n# Box::pin(stream)\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 req: GraphQLRequest = serde_json::from_str( r#\" { \"query\": \"subscription { helloWorld }\" } \"#, ) .unwrap(); let ctx = Database::new(); let mut conn = coordinator.subscribe(&req, &ctx).await.unwrap(); while let Some(result) = conn.next().await { println!(\"{}\", serde_json::to_string(&result).unwrap()); }\n} # fn main() { }","breadcrumbs":"Advanced Topics » Coordinator","id":"84","title":"Coordinator"},"85":{"body":"Currently there is an example of subscriptions with [warp][warp], but it still in an alpha state. 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Warp Subscription Example Small Example [Coordinator]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Coordinator.html\n[SubscriptionCoordinator]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionCoordinator.html\n[Connection]: https://docs.rs/juniper_subscriptions/0.15.0/struct.Connection.html\n[SubscriptionConnection]: https://docs.rs/juniper_subscriptions/0.15.0/trait.SubscriptionConnection.html [Future]: https://docs.rs/futures/0.3.4/futures/future/trait.Future.html\n[warp]: https://github.com/graphql-rust/juniper/tree/master/juniper_warp\n[WS]: https://github.com/apollographql/subscriptions-transport-ws/blob/master/PROTOCOL.md\n[GraphQLError]: https://docs.rs/juniper/0.14.2/juniper/enum.GraphQLError.html\n[Schema]: ../schema/schemas_and_mutations.md","breadcrumbs":"Advanced Topics » Web Integration and Examples","id":"85","title":"Web Integration and Examples"},"9":{"body":"You can invoke juniper::execute directly to run a GraphQL query: # // Only needed due to 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\ No newline at end of file
diff --git a/master/types/enums.html b/master/types/enums.html
index 1aae9f86..fd48a125 100644
--- a/master/types/enums.html
+++ b/master/types/enums.html
@@ -140,7 +140,8 @@
 
Enums in GraphQL are string constants grouped together to represent a set of
 possible values. Simple Rust enums can be converted to GraphQL enums by using a
 custom derive attribute:

-
#[derive(juniper::GraphQLEnum)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLEnum)]
 enum Episode {
     NewHope,
     Empire,
@@ -153,7 +154,8 @@ enum Episode {
 values for these variants are NEWHOPE, EMPIRE, and JEDI, respectively. If
 you want to override this, you can use the graphql attribute, similar to how
 it works when defining objects:

-
#[derive(juniper::GraphQLEnum)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLEnum)]
 enum Episode {
     #[graphql(name="NEW_HOPE")]
     NewHope,
@@ -166,7 +168,8 @@ enum Episode {
 
Documentation and deprecation

 
Just like when defining objects, the type itself can be renamed and documented,
 while individual enum variants can be renamed, documented, and deprecated:

-
#[derive(juniper::GraphQLEnum)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLEnum)]
 #[graphql(name="Episode", description="An episode of Star Wars")]
 enum StarWarsEpisode {
     #[graphql(deprecated="We don't really talk about this one")]
diff --git a/master/types/input_objects.html b/master/types/input_objects.html
index 08a72ff1..fc0fea16 100644
--- a/master/types/input_objects.html
+++ b/master/types/input_objects.html
@@ -140,7 +140,8 @@
 
Input objects are complex data structures that can be used as arguments to
 GraphQL fields. In Juniper, you can define input objects using a custom derive
 attribute, similar to simple objects and enums:

-
#[derive(juniper::GraphQLInputObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLInputObject)]
 struct Coordinate {
     latitude: f64,
     longitude: f64
@@ -163,7 +164,8 @@ impl Root {
 
Documentation and renaming

 
Just like the other derives, you can rename
 and add documentation to both the type and the fields:

-
#[derive(juniper::GraphQLInputObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLInputObject)]
 #[graphql(name="Coordinate", description="A position on the globe")]
 struct WorldCoordinate {
     #[graphql(name="lat", description="The latitude")]
diff --git a/master/types/objects/complex_fields.html b/master/types/objects/complex_fields.html
index 889b4068..d90f6348 100644
--- a/master/types/objects/complex_fields.html
+++ b/master/types/objects/complex_fields.html
@@ -145,7 +145,8 @@ can be specified in this impl block. If you want to define normal m
 you have to do so in a separate, normal impl block. Continuing with the
 example from the last chapter, this is how you would define Person using the
 macro:

-

+
# extern crate juniper;
+
 struct Person {
     name: String,
     age: i32,
@@ -174,7 +175,8 @@ impl Person {
 

 
While this is a bit more verbose, it lets you write any kind of function in the
 field resolver. With this syntax, fields can also take arguments:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -201,7 +203,8 @@ chapter: Using contexts.

 
Like with the derive attribute, field names will be converted from snake_case
 to camelCase. If you need to override the conversion, you can simply rename
 the field. Also, the type name can be changed with an alias:

-

+
# extern crate juniper;
+
 struct Person {
 }
 
@@ -252,7 +255,8 @@ impl Person {
 
They can have custom descriptions and default values.

 
Note: The syntax for this is currently a little awkward.
 This will become better once the Rust RFC 2565 is implemented.

-

+
# extern crate juniper;
+
 struct Person {}
 
 #[juniper::graphql_object]
diff --git a/master/types/objects/defining_objects.html b/master/types/objects/defining_objects.html
index 900b131f..c7274922 100644
--- a/master/types/objects/defining_objects.html
+++ b/master/types/objects/defining_objects.html
@@ -143,7 +143,8 @@ is a struct.

 struct you want to expose, the easiest way is to use the custom derive
 attribute. The other way is described in the Complex fields
 chapter.

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -160,7 +161,8 @@ fact that GraphQL is self-documenting and add descriptions to the type and
 fields. Juniper will automatically use associated doc comments as GraphQL
 descriptions:

 
!FILENAME GraphQL descriptions via Rust doc comments

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 /// Information about a person
 struct Person {
     /// The person's full name, including both first and last names
@@ -174,7 +176,8 @@ struct Person {
 
Objects and fields without doc comments can instead set a description
 via the graphql attribute. The following example is equivalent to the above:

 
!FILENAME GraphQL descriptions via attribute

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 #[graphql(description="Information about a person")]
 struct Person {
     #[graphql(description="The person's full name, including both first and last names")]
@@ -188,7 +191,8 @@ struct Person {
 
Descriptions set via the graphql attribute take precedence over Rust
 doc comments. This enables internal Rust documentation and external GraphQL
 documentation to differ:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 #[graphql(description="This description shows up in GraphQL")]
 /// This description shows up in RustDoc
 struct Person {
@@ -216,7 +220,8 @@ or
 
 
 
Let's see what that means for building relationships between objects:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -236,7 +241,8 @@ objects.

 
Renaming fields

 
By default, struct fields are converted from Rust's standard snake_case naming
 convention into GraphQL's camelCase convention:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     first_name: String, // Would be exposed as firstName in the GraphQL schema
     last_name: String, // Exposed as lastName
@@ -246,7 +252,8 @@ struct Person {
 

 
You can override the name by using the graphql attribute on individual struct
 fields:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -259,7 +266,8 @@ struct Person {
 
Deprecating fields

 
To deprecate a field, you specify a deprecation reason using the graphql
 attribute:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
@@ -274,7 +282,8 @@ combined. Some restrictions from the GraphQL spec still applies though; you can
 only deprecate object fields and enum values.

 
Skipping fields

 
By default all fields in a GraphQLObject are included in the generated GraphQL type. To prevent including a specific field, annotate the field with #[graphql(skip)]:

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 struct Person {
     name: String,
     age: i32,
diff --git a/master/types/objects/error_handling.html b/master/types/objects/error_handling.html
index d7e37834..8b56a55f 100644
--- a/master/types/objects/error_handling.html
+++ b/master/types/objects/error_handling.html
@@ -307,7 +307,8 @@ types. Strings are used to identify the problematic field name. Errors
 for a particular field are also returned as a string. In this example
 the 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 the user.

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 pub struct Item {
     name: String,
     quantity: i32,
@@ -393,7 +394,8 @@ GraphQL's type system to describe the errors more precisely.

 field is set if the validation for that particular field fails. You 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.

-
#[derive(juniper::GraphQLObject)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLObject)]
 pub struct Item {
     name: String,
     quantity: i32,
@@ -462,7 +464,8 @@ errors when they occur.

 
In the following example, a theoretical database could fail
 and would generate errors. Since it is not common for the database to
 fail, the corresponding error is returned as a critical error:

-
# #[macro_use] extern crate juniper;
+
# // Only needed due to 2018 edition because the macro is not accessible.
+# #[macro_use] extern crate juniper;
 
 #[derive(juniper::GraphQLObject)]
 pub struct Item {
diff --git a/master/types/scalars.html b/master/types/scalars.html
index 19bf8c61..ba500064 100644
--- a/master/types/scalars.html
+++ b/master/types/scalars.html
@@ -175,7 +175,8 @@ crates. They are enabled via features that are on by default.

 
Often, you might need a custom scalar that just wraps an existing type.

 
This can be done with the newtype pattern and a custom derive, similar to how
 serde supports this pattern with #[serde(transparent)].

-
#[derive(juniper::GraphQLScalarValue)]
+
# extern crate juniper;
+#[derive(juniper::GraphQLScalarValue)]
 pub struct UserId(i32);
 
 #[derive(juniper::GraphQLObject)]
@@ -187,7 +188,8 @@ struct User {
 

 
That's it, you can now user UserId in your schema.

 
The macro also allows for more customization:

-
/// You can use a doc comment to specify a description.
+
# extern crate juniper;
+/// You can use a doc comment to specify a description.
 #[derive(juniper::GraphQLScalarValue)]
 #[graphql(
     transparent,
@@ -212,7 +214,8 @@ purpose.

 
The example below is used just for illustration.

 
Note: the example assumes that the Date type implements
 std::fmt::Display and std::str::FromStr.

-
# mod date { 
+
# extern crate juniper;
+# mod date { 
 #    pub struct Date; 
 #    impl std::str::FromStr for Date{ 
 #        type Err = String; fn from_str(_value: &str) -> Result<Self, Self::Err> { unimplemented!() }
diff --git a/master/types/unions.html b/master/types/unions.html
index 60c4ac7b..e855bb66 100644
--- a/master/types/unions.html
+++ b/master/types/unions.html
@@ -145,7 +145,8 @@
 
 
Enums

 
Most of the time, we just need a trivial and straightforward Rust enum to represent a GraphQL union.

-
# #![allow(dead_code)]
+
# extern crate juniper;
+# #[macro_use] extern crate derive_more;
 use derive_more::From;
 use juniper::{GraphQLObject, GraphQLUnion};
 
@@ -176,7 +177,9 @@ enum Character {
 
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 at runtime.

 
-
# use std::marker::PhantomData;
+
# extern crate juniper;
+# #[macro_use] extern crate derive_more;
+# use std::marker::PhantomData;
 use derive_more::From;
 use juniper::{GraphQLObject, GraphQLUnion};
 
@@ -205,7 +208,7 @@ enum Character<S> {
 

 
External resolver functions

 
If some custom logic is needed to resolve a GraphQL union variant, you may specify an external function to do so:

-
# #![allow(dead_code)]
+
# extern crate juniper;
 use juniper::{GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]
@@ -246,7 +249,7 @@ impl Character {
 # fn main() {}
 

 
With an external resolver function we can even declare a new GraphQL union variant where the Rust type is absent in the initial enum definition. The attribute syntax #[graphql(on VariantType = resolver_fn)] follows the GraphQL syntax for dispatching union variants.

-
# #![allow(dead_code)]
+
# extern crate juniper;
 use juniper::{GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]
@@ -299,7 +302,8 @@ impl Character {
 

 
Structs

 
Using Rust structs as GraphQL unions is very similar to using enums, with the nuance that specifying an external resolver function is the only way to declare a GraphQL union variant.

-
# use std::collections::HashMap;
+
# extern crate juniper;
+# use std::collections::HashMap;
 use juniper::{GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]
@@ -350,7 +354,8 @@ impl Character {
 
NOTICE:

 A trait has to be object safe, because schema resolvers will need to return a trait object to specify a GraphQL union behind it.

 
-
use juniper::{graphql_union, GraphQLObject};
+
# extern crate juniper;
+use juniper::{graphql_union, GraphQLObject};
 
 #[derive(GraphQLObject)]
 struct Human {
@@ -383,7 +388,7 @@ impl Character for Droid {
 

 
Custom context

 
If a context is required in a trait method to resolve a GraphQL union variant, specify it as an argument.

-
# #![allow(unused_variables)]
+
# extern crate juniper;
 # use std::collections::HashMap;
 use juniper::{graphql_union, GraphQLObject};
 
@@ -430,7 +435,8 @@ impl Character for Droid {
 

 
Ignoring trait methods

 
As with enums, we may want to omit some trait methods to be assumed as GraphQL union variants and ignore them.

-
use juniper::{graphql_union, GraphQLObject};
+
# extern crate juniper;
+use juniper::{graphql_union, GraphQLObject};
 
 #[derive(GraphQLObject)]
 struct Human {
@@ -466,7 +472,8 @@ impl Character for Droid {
 

 
External resolver functions

 
Similarly to enums and structs, it's not mandatory to use trait methods as GraphQL union variant resolvers. Instead, custom functions may be specified:

-
# use std::collections::HashMap;
+
# extern crate juniper;
+# use std::collections::HashMap;
 use juniper::{graphql_union, GraphQLObject};
 
 #[derive(GraphQLObject)]
@@ -526,7 +533,7 @@ fn get_droid<'db>(ch: &DynCharacter<'_>, ctx: &'db Database)
 

 
ScalarValue considerations

 
By default, #[derive(GraphQLUnion)] and #[graphql_union] macros generate code, which is generic over a ScalarValue type. This may introduce a problem when at least one of GraphQL union variants is restricted to a concrete ScalarValue type in its implementation. To resolve such problem, a concrete ScalarValue type should be specified:

-
# #![allow(dead_code)]
+
# extern crate juniper;
 use juniper::{DefaultScalarValue, GraphQLObject, GraphQLUnion};
 
 #[derive(GraphQLObject)]