👨🏾‍🏫 🔞 🙇🏿 RustのGraphQL 🚶 🦓 👩🏾‍🏭

この記事では、Rustとそのエコシステムを使用してGraphQLサーバーを構築する方法を紹介します。GraphQLAPIの開発における最も一般的なタスクの実装例を示します。結果として、3 microservicesのAPIはアポロサーバーと使用して、単一のアクセスポイントに結合されるアポロ連盟。これにより、クライアントは、どのデータがどのサービスからのものであるかを知らなくても、複数のソースから同時にデータを要求できます。

前書き

概要概要

機能面では、説明したプロジェクトは前回の記事で紹介したものと非常に似ていますが、今回はRustスタックを使用しています。アーキテクチャ上、プロジェクトは次のようになります。

アーキテクチャの各コンポーネントは、GraphQLAPIを実装するときに発生する可能性のあるいくつかの問題に光を当てます。ドメインモデルには、太陽系の惑星とその衛星に関するデータが含まれています。プロジェクトはマルチモジュール構造（またはモノリポジトリ）であり、次のモジュールで構成されています。

惑星-サービス（錆）
衛星サービス（錆）
auth-service（Rust）
apollo-server（JS）

GraphQL Rust: Juniper Async-graphql, Apollo Federation, ( Federation Juniper). code-first .

PostgreSQL — , JWT — Kafka — .

, :

			GitHub
	Rust	link	link
GraphQL	Async-graphql	link	link
GraphQL	Apollo Server	link	link
Web	actix-web	link	link
	PostgreSQL	link	link
	Apache Kafka	link	link
	Docker Compose	link	link

Rust :

			GitHub
ORM	Diesel	link	link
Kafka	rust-rdkafka	link	link
	argonautica	link	link
JWT	jsonwebtoken	link	link
	Testcontainers-rs	link	link

, Docker Compose. :

Rust
Diesel CLI ( cargo install diesel_cli --no-default-features --features postgres

)
LLVM ( argonautica

)
CMake ( rust-rdkafka

)
PostgreSQL
Apache Kafka
npm

Cargo.toml

:

Root Cargo.toml

[workspace]
members = [
    "auth-service",
    "planets-service",
    "satellites-service",
    "common-utils",
]

planets-service

.

Cargo.toml

:

Cargo.toml

[package]
name = "planets-service"
version = "0.1.0"
edition = "2018"

[dependencies]
common-utils = { path = "../common-utils" }
async-graphql = "2.4.3"
async-graphql-actix-web = "2.4.3"
actix-web = "3.3.2"
actix-rt = "1.1.1"
actix-web-actors = "3.0.0"
futures = "0.3.8"
async-trait = "0.1.42"
bigdecimal = { version = "0.1.2", features = ["serde"] }
serde = { version = "1.0.118", features = ["derive"] }
serde_json = "1.0.60"
diesel = { version = "1.4.5", features = ["postgres", "r2d2", "numeric"] }
diesel_migrations = "1.4.0"
dotenv = "0.15.0"
strum = "0.20.0"
strum_macros = "0.20.1"
rdkafka = { version = "0.24.0", features = ["cmake-build"] }
async-stream = "0.3.0"
lazy_static = "1.4.0"

[dev-dependencies]
jsonpath_lib = "0.2.6"
testcontainers = "0.9.1"

async-graphql

— GraphQL , actix-web

— web , async-graphql-actix-web

.

main.rs

:

main.rs

#[actix_rt::main]
async fn main() -> std::io::Result<()> {
    dotenv().ok();
    let pool = create_connection_pool();
    run_migrations(&pool);

    let schema = create_schema_with_context(pool);

    HttpServer::new(move || App::new()
        .configure(configure_service)
        .data(schema.clone())
    )
        .bind("0.0.0.0:8001")?
        .run()
        .await
}

HTTP , lib.rs

:

lib.rs

pub fn configure_service(cfg: &mut web::ServiceConfig) {
    cfg
        .service(web::resource("/")
            .route(web::post().to(index))
            .route(web::get().guard(guard::Header("upgrade", "websocket")).to(index_ws))
            .route(web::get().to(index_playground))
        );
}

async fn index(schema: web::Data, http_req: HttpRequest, req: Request) -> Response {
    let mut query = req.into_inner();

    let maybe_role = common_utils::get_role(http_req);
    if let Some(role) = maybe_role {
        query = query.data(role);
    }

    schema.execute(query).await.into()
}

async fn index_ws(schema: web::Data, req: HttpRequest, payload: web::Payload) -> Result {
    WSSubscription::start(Schema::clone(&*schema), &req, payload)
}

async fn index_playground() -> HttpResponse {
    HttpResponse::Ok()
        .content_type("text/html; charset=utf-8")
        .body(playground_source(GraphQLPlaygroundConfig::new("/").subscription_endpoint("/")))
}

pub fn create_schema_with_context(pool: PgPool) -> Schema {
    let arc_pool = Arc::new(pool);
    let cloned_pool = Arc::clone(&arc_pool);
    let details_batch_loader = Loader::new(DetailsBatchLoader {
        pool: cloned_pool
    }).with_max_batch_size(10);

    let kafka_consumer_counter = Mutex::new(0);

    Schema::build(Query, Mutation, Subscription)
        .data(arc_pool)
        .data(details_batch_loader)
        .data(kafka::create_producer())
        .data(kafka_consumer_counter)
        .finish()
}

index

— GraphQL (query)
index_ws

— GraphQL
index_playground

— Playground GraphQL IDE
create_schema_with_context

— GraphQL , ,

GraphQL

#[Object]
impl Query {
    async fn get_planets(&self, ctx: &Context<'_>) -> Vec {
        repository::get_all(&get_conn_from_ctx(ctx)).expect("Can't get planets")
            .iter()
            .map(|p| { Planet::from(p) })
            .collect()
    }

    async fn get_planet(&self, ctx: &Context<'_>, id: ID) -> Option {
        find_planet_by_id_internal(ctx, id)
    }

    #[graphql(entity)]
    async fn find_planet_by_id(&self, ctx: &Context<'_>, id: ID) -> Option {
        find_planet_by_id_internal(ctx, id)
    }
}

fn find_planet_by_id_internal(ctx: &Context<'_>, id: ID) -> Option {
    let id = id.to_string().parse::().expect("Can't get id from String");
    repository::get(id, &get_conn_from_ctx(ctx)).ok()
        .map(|p| { Planet::from(&p) })
}

. GraphQL DTO ( ). get_planets

get_planet

GraphQL IDE :

{
  getPlanets {
    name
    type
  }
}

Planet

:

GraphQL

#[derive(Serialize, Deserialize)]
struct Planet {
    id: ID,
    name: String,
    planet_type: PlanetType,
}

#[Object]
impl Planet {
    async fn id(&self) -> &ID {
        &self.id
    }

    async fn name(&self) -> &String {
        &self.name
    }

    /// From an astronomical point of view
    #[graphql(name = "type")]
    async fn planet_type(&self) -> &PlanetType {
        &self.planet_type
    }

    #[graphql(deprecation = "Now it is not in doubt. Do not use this field")]
    async fn is_rotating_around_sun(&self) -> bool {
        true
    }

    async fn details(&self, ctx: &Context<'_>) -> Details {
        let loader = ctx.data::>().expect("Can't get loader");
        let planet_id = self.id.to_string().parse::().expect("Can't convert id");
        loader.load(planet_id).await
    }
}

impl

. ( Rust ) deprecation reason. GraphQL IDE.

N+1

Planet.details

N+1, , :

GraphQL

{
  getPlanets {
    name
    details {
      meanRadius
    }
  }
}

details

SQL , . . Details

— Planet

.

DataLoader, Async-graphql, details

:

async fn details(&self, ctx: &Context<'_>) -> Result {
    let data_loader = ctx.data::>().expect("Can't get data loader");
    let planet_id = self.id.to_string().parse::().expect("Can't convert id");
    let details = data_loader.load_one(planet_id).await?;
    details.ok_or_else(|| "Not found".into())
}

data_loader

— , :

DataLoader'

let details_data_loader = DataLoader::new(DetailsLoader {
    pool: cloned_pool
}).max_batch_size(10);

DetailsLoader

:

DetailsLoader definition

pub struct DetailsLoader {
    pub pool: Arc
}

#[async_trait::async_trait]
impl Loader for DetailsLoader {
    type Value = Details;
    type Error = Error;

    async fn load(&self, keys: &[i32]) -> Result, Self::Error> {
        let conn = self.pool.get().expect("Can't get DB connection");
        let details = repository::get_details(keys, &conn).expect("Can't get planets' details");

        Ok(details.iter()
            .map(|details_entity| (details_entity.planet_id, Details::from(details_entity)))
            .collect::>())
    }
}

N+1, . . DetailsLoader.load

SQL , DetailsEntity

.

GraphQL :

GraphQL

#[derive(Interface, Clone)]
#[graphql(
    field(name = "mean_radius", type = "&CustomBigDecimal"),
    field(name = "mass", type = "&CustomBigInt"),
)]
pub enum Details {
    InhabitedPlanetDetails(InhabitedPlanetDetails),
    UninhabitedPlanetDetails(UninhabitedPlanetDetails),
}

#[derive(SimpleObject, Clone)]
pub struct InhabitedPlanetDetails {
    mean_radius: CustomBigDecimal,
    mass: CustomBigInt,
    /// In billions
    population: CustomBigDecimal,
}

#[derive(SimpleObject, Clone)]
pub struct UninhabitedPlanetDetails {
    mean_radius: CustomBigDecimal,
    mass: CustomBigInt,
}

, "" , SimpleObject

.

. ; (. . - orphan rule). :

: BigInt

#[derive(Clone)]
pub struct CustomBigInt(BigDecimal);

#[Scalar(name = "BigInt")]
impl ScalarType for CustomBigInt {
    fn parse(value: Value) -> InputValueResult {
        match value {
            Value::String(s) => {
                let parsed_value = BigDecimal::from_str(&s)?;
                Ok(CustomBigInt(parsed_value))
            }
            _ => Err(InputValueError::expected_type(value)),
        }
    }

    fn to_value(&self) -> Value {
        Value::String(format!("{:e}", &self))
    }
}

impl LowerExp for CustomBigInt {
    fn fmt(&self, f: &mut Formatter<'_>) -> fmt::Result {
        let val = &self.0.to_f64().expect("Can't convert BigDecimal");
        LowerExp::fmt(val, f)
    }
}

: BigDecimal

#[derive(Clone)]
pub struct CustomBigDecimal(BigDecimal);

#[Scalar(name = "BigDecimal")]
impl ScalarType for CustomBigDecimal {
    fn parse(value: Value) -> InputValueResult {
        match value {
            Value::String(s) => {
                let parsed_value = BigDecimal::from_str(&s)?;
                Ok(CustomBigDecimal(parsed_value))
            }
            _ => Err(InputValueError::expected_type(value)),
        }
    }

    fn to_value(&self) -> Value {
        Value::String(self.0.to_string())
    }
}

, .

pub struct Mutation;

#[Object]
impl Mutation {
    #[graphql(guard(RoleGuard(role = "Role::Admin")))]
    async fn create_planet(&self, ctx: &Context<'_>, planet: PlanetInput) -> Result {
        let new_planet = NewPlanetEntity {
            name: planet.name,
            planet_type: planet.planet_type.to_string(),
        };

        let details = planet.details;
        let new_planet_details = NewDetailsEntity {
            mean_radius: details.mean_radius.0,
            mass: BigDecimal::from_str(&details.mass.0.to_string()).expect("Can't get BigDecimal from string"),
            population: details.population.map(|wrapper| { wrapper.0 }),
            planet_id: 0,
        };

        let created_planet_entity = repository::create(new_planet, new_planet_details, &get_conn_from_ctx(ctx))?;

        let producer = ctx.data::().expect("Can't get Kafka producer");
        let message = serde_json::to_string(&Planet::from(&created_planet_entity)).expect("Can't serialize a planet");
        kafka::send_message(producer, message).await;

        Ok(Planet::from(&created_planet_entity))
    }
}

, :

input type

#[derive(InputObject)]
struct PlanetInput {
    name: String,
    #[graphql(name = "type")]
    planet_type: PlanetType,
    details: DetailsInput,
}

RoleGuard

', Admin

. , , , :

mutation {
  createPlanet(
    planet: {
      name: "test_planet"
      type: TERRESTRIAL_PLANET
      details: { meanRadius: "10.5", mass: "8.8e24", population: "0.5" }
    }
  ) {
    id
  }
}

Authorization

JWT, auth-service

( ).

Kafka

let producer = ctx.data::().expect("Can't get Kafka producer");
let message = serde_json::to_string(&Planet::from(&created_planet_entity)).expect("Can't serialize a planet");
kafka::send_message(producer, message).await;

API , Kafka consumer:

pub struct Subscription;

#[Subscription]
impl Subscription {
    async fn latest_planet<'ctx>(&self, ctx: &'ctx Context<'_>) -> impl Stream + 'ctx {
        let kafka_consumer_counter = ctx.data::>().expect("Can't get Kafka consumer counter");
        let consumer_group_id = kafka::get_kafka_consumer_group_id(kafka_consumer_counter);
        let consumer = kafka::create_consumer(consumer_group_id);

        async_stream::stream! {
            let mut stream = consumer.start();

            while let Some(value) = stream.next().await {
                yield match value {
                    Ok(message) => {
                        let payload = message.payload().expect("Kafka message should contain payload");
                        let message = String::from_utf8_lossy(payload).to_string();
                        serde_json::from_str(&message).expect("Can't deserialize a planet")
                    }
                    Err(e) => panic!("Error while Kafka message processing: {}", e)
                };
            }
        }
    }
}

, :

subscription {
  latestPlanet {
    id
    name
    type
    details {
      meanRadius
    }
  }
}

ws://localhost:8001

.

#[actix_rt::test]
async fn test_get_planets() {
    let docker = Cli::default();
    let (_pg_container, pool) = common::setup(&docker);

    let mut service = test::init_service(App::new()
        .configure(configure_service)
        .data(create_schema_with_context(pool))
    ).await;

    let query = "
        {
            getPlanets {
                id
                name
                type
                details {
                    meanRadius
                    mass
                    ... on InhabitedPlanetDetails {
                        population
                    }
                }
            }
        }
        ".to_string();

    let request_body = GraphQLCustomRequest {
        query,
        variables: Map::new(),
    };

    let request = test::TestRequest::post().uri("/").set_json(&request_body).to_request();

    let response: GraphQLCustomResponse = test::read_response_json(&mut service, request).await;

    fn get_planet_as_json(all_planets: &serde_json::Value, index: i32) -> &serde_json::Value {
        jsonpath::select(all_planets, &format!("$.getPlanets[{}]", index)).expect("Can't get planet by JSON path")[0]
    }

    let mercury_json = get_planet_as_json(&response.data, 0);
    common::check_planet(mercury_json, 1, "Mercury", "TERRESTRIAL_PLANET", "2439.7");

    let earth_json = get_planet_as_json(&response.data, 2);
    common::check_planet(earth_json, 3, "Earth", "TERRESTRIAL_PLANET", "6371.0");

    let neptune_json = get_planet_as_json(&response.data, 7);
    common::check_planet(neptune_json, 8, "Neptune", "ICE_GIANT", "24622.0");
}

, :

const PLANET_FRAGMENT: &str = "
    fragment planetFragment on Planet {
        id
        name
        type
        details {
            meanRadius
            mass
            ... on InhabitedPlanetDetails {
                population
            }
        }
    }
";

#[actix_rt::test]
async fn test_get_planet_by_id() {
    ...

    let query = "
        {
            getPlanet(id: 3) {
                ... planetFragment
            }
        }
        ".to_string() + PLANET_FRAGMENT;

    let request_body = GraphQLCustomRequest {
        query,
        variables: Map::new(),
    };

    ...
}

, :

#[actix_rt::test]
async fn test_get_planet_by_id_with_variable() {
    ...

    let query = "
        query testPlanetById($planetId: String!) {
            getPlanet(id: $planetId) {
                ... planetFragment
            }
        }".to_string() + PLANET_FRAGMENT;

    let jupiter_id = 5;
    let mut variables = Map::new();
    variables.insert("planetId".to_string(), jupiter_id.into());

    let request_body = GraphQLCustomRequest {
        query,
        variables,
    };

    ...
}

Testcontainers-rs

, , , PostgreSQL.

GraphQL API

GraphQL API. , , graphql-client, .

API

GraphQL API (. ); .

Satellite

planet

, :

{
  getPlanet(id: "1") {
    satellites {
      planet {
        satellites {
          planet {
            satellites {
              ... # more deep nesting!
            }
          }
        }
      }
    }
  }
}

pub fn create_schema_with_context(pool: PgPool) -> Schema {
    ...

    Schema::build(Query, Mutation, Subscription)
        .limit_depth(3)
        .limit_complexity(15)

    ...
}

, GraphQL IDE. , IDE introspection query, .

auth-service

argonautica

jsonwebtoken

. Argon2. ; , .

pub struct Mutation;

#[Object]
impl Mutation {

    async fn sign_in(&self, ctx: &Context<'_>, input: SignInInput) -> Result {
        let maybe_user = repository::get_user(&input.username, &get_conn_from_ctx(ctx)).ok();

        if let Some(user) = maybe_user {
            if let Ok(matching) = verify_password(&user.hash, &input.password) {
                if matching {
                    let role = AuthRole::from_str(user.role.as_str()).expect("Can't convert &str to AuthRole");
                    return Ok(common_utils::create_token(user.username, role));
                }
            }
        }

        Err(Error::new("Can't authenticate a user"))
    }
}

#[derive(InputObject)]
struct SignInInput {
    username: String,
    password: String,
}

verify_password

utils

, create_token

common_utils

. , sign_in

JWT, .

JWT :

JWT

mutation {
  signIn(input: { username: "john_doe", password: "password" })
}

john_doe/password. JWT (. ).

, HTTP Authorization: Bearer $JWT

. index

HTTP GraphQL /:

async fn index(schema: web::Data, http_req: HttpRequest, req: Request) -> Response {
    let mut query = req.into_inner();

    let maybe_role = common_utils::get_role(http_req);
    if let Some(role) = maybe_role {
        query = query.data(role);
    }

    schema.execute(query).await.into()
}

create_planet

:

#[graphql(guard(RoleGuard(role = "Role::Admin")))]

struct RoleGuard {
    role: Role,
}

#[async_trait::async_trait]
impl Guard for RoleGuard {
    async fn check(&self, ctx: &Context<'_>) -> Result<()> {
        if ctx.data_opt::() == Some(&self.role) {
            Ok(())
        } else {
            Err("Forbidden".into())
        }
    }
}

, , "Forbidden".

GraphQL :

#[derive(SimpleObject)]
struct Satellite {
    ...
    life_exists: LifeExists,
}

#[derive(Copy, Clone, Eq, PartialEq, Debug, Enum, EnumString)]
#[strum(serialize_all = "SCREAMING_SNAKE_CASE")]
pub enum LifeExists {
    Yes,
    OpenQuestion,
    NoData,
}

Async-graphql / chrono

, :

#[derive(SimpleObject)]
struct Satellite {
    ...
    first_spacecraft_landing_date: Option,
}

Apollo Federation

satellites-service

— GraphQL (Planet

) ( ) Apollo Server.

Planet

planets-service

:

Planet

planets-service

#[derive(Serialize, Deserialize)]
struct Planet {
    id: ID,
    name: String,
    planet_type: PlanetType,
}

planets-service

Planet

:

Planet

#[Object]
impl Query {
    #[graphql(entity)]
    async fn find_planet_by_id(&self, ctx: &Context<'_>, id: ID) -> Option {
        find_planet_by_id_internal(ctx, id)
    }
}

satellites-service

Planet

satellites

:

Planet

satellites-service

struct Planet {
    id: ID
}

#[Object(extends)]
impl Planet {
    #[graphql(external)]
    async fn id(&self) -> &ID {
        &self.id
    }

    async fn satellites(&self, ctx: &Context<'_>) -> Vec {
        let id = self.id.to_string().parse::().expect("Can't get id from String");
        repository::get_by_planet_id(id, &get_conn_from_ctx(ctx)).expect("Can't get satellites of planet")
            .iter()
            .map(|e| { Satellite::from(e) })
            .collect()
    }
}

. Planet

:

Planet

#[Object]
impl Query {

    #[graphql(entity)]
    async fn get_planet_by_id(&self, id: ID) -> Planet {
        Planet { id }
    }
}

Async-graphql (_service

and _entities

), Apollo Server'. — , API Apollo Server'. , Apollo Federation - .

Apollo Server

Apollo Server Apollo Federation :

GraphQL API

, , frontend , .

GraphQL , schema stitching, .

{
  "name": "api-gateway",
  "main": "gateway.js",
  "scripts": {
    "start-gateway": "nodemon gateway.js"
  },
  "devDependencies": {
    "concurrently": "5.3.0",
    "nodemon": "2.0.6"
  },
  "dependencies": {
    "@apollo/gateway": "0.21.3",
    "apollo-server": "2.19.0",
    "graphql": "15.4.0"
  }
}

Apollo Server

const {ApolloServer} = require("apollo-server");
const {ApolloGateway, RemoteGraphQLDataSource} = require("@apollo/gateway");

class AuthenticatedDataSource extends RemoteGraphQLDataSource {
    willSendRequest({request, context}) {
        if (context.authHeaderValue) {
            request.http.headers.set('Authorization', context.authHeaderValue);
        }
    }
}

let node_env = process.env.NODE_ENV;

function get_service_url(service_name, port) {
    let host;
    switch (node_env) {
        case 'docker':
            host = service_name;
            break;
        case 'local': {
            host = 'localhost';
            break
        }
    }

    return "http://" + host + ":" + port;
}

const gateway = new ApolloGateway({
    serviceList: [
        {name: "planets-service", url: get_service_url("planets-service", 8001)},
        {name: "satellites-service", url: get_service_url("satellites-service", 8002)},
        {name: "auth-service", url: get_service_url("auth-service", 8003)},
    ],
    buildService({name, url}) {
        return new AuthenticatedDataSource({url});
    },
});

const server = new ApolloServer({
    gateway, subscriptions: false, context: ({req}) => ({
        authHeaderValue: req.headers.authorization
    })
});

server.listen({host: "0.0.0.0", port: 4000}).then(({url}) => {
    console.log(`? Server ready at ${url}`);
});

, .

apollo-service

, Rust ( Authorization

).

, , Apollo Server, Federation; , .

Apollo Gateway ( - standalone Rust )
, GraphQL

PostgreSQL and Diesel. Docker , diesel setup

, . , , .

API

, :

Docker Compose (docker-compose.yml)

, , :
- ( )
  
  docker-compose up
- production mode ( )
  
  docker-compose -f docker-compose.yml up
Docker

Rust cargo run

, Apollo Server:
- cd
  
  apollo-server
- NODE_ENV
  
  , , set NODE_ENV=local
  
  ( Windows)
- npm install
- npm run start-gateway

apollo-server

:

Apollo Server

[nodemon] 2.0.6
[nodemon] to restart at any time, enter `rs`
[nodemon] watching path(s): *.*
[nodemon] watching extensions: js,mjs,json
[nodemon] starting `node gateway.js`
Server ready at http://0.0.0.0:4000/

http://localhost:4000

Playground IDE:

, , . , Playground IDE.

, , GraphQL IDE; :

subscription {
  latestPlanet {
    name
    type
  }
}

Authorization

:

mutation {
  createPlanet(
    planet: {
      name: "Pluto"
      type: DWARF_PLANET
      details: { meanRadius: "1188", mass: "1.303e22" }
    }
  ) {
    id
  }
}

CI/CD

CI/CD GitHub Actions (workflow), , Docker Google Cloud Platform.

API .

: "" , .

, GraphQL API Rust. API Rust GraphQL GraphQL ; . Apollo Server, Apollo Federation Async-graphql. GitHub. , . !

RustのGraphQL

前書き

概要概要

GraphQL

N+1

GraphQL API

API

Apollo Federation

Apollo Server

API

CI/CD

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