Add dataloader
This commit is contained in:
parent
f8b8099209
commit
af1d501d75
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@ -26,12 +26,14 @@ default = [
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"unblock",
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"url",
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"uuid",
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"dataloader"
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]
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apollo_tracing = ["chrono"]
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apollo_persisted_queries = ["lru", "sha2"]
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multipart = ["multer", "tempfile"]
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unblock = ["blocking"]
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string_number = ["num-traits"]
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dataloader = ["futures-timer", "futures-channel", "lru"]
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# Used for doc(cfg())
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nightly = []
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@ -70,6 +72,8 @@ multer = { version = "1.2.2", optional = true }
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num-traits = { version = "0.2.12", optional = true }
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sha2 = { version = "0.9.1", optional = true }
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tempfile = { version = "3.1.0", optional = true }
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futures-timer = { version = "3.0.2", optional = true }
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futures-channel = { version = "0.3.8", optional = true }
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[dev-dependencies]
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async-std = { version = "1.6.5", features = ["attributes"] }
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2
examples
2
examples
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@ -1 +1 @@
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Subproject commit b51536fb0a933d25d9fcc91a08c2a53daf74daf8
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Subproject commit 7ca8aad9f056dff072537e27ae2ea6db01831957
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@ -19,5 +19,5 @@ pub fn client() -> Client {
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}
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pub async fn wait_server_ready() {
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async_std::task::sleep(Duration::from_millis(500)).await;
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async_std::task::sleep(Duration::from_secs(1)).await;
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}
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92
src/dataloader/cache.rs
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92
src/dataloader/cache.rs
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@ -0,0 +1,92 @@
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use std::collections::{HashMap, HashSet};
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use std::hash::Hash;
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use std::sync::Mutex;
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use super::Loader;
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/// Cache storage for a loader.
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pub trait CacheStorage: Send + Sync + 'static {
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/// Type of key.
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type Key: Send + Hash + Eq + Clone + 'static;
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/// Type of value.
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type Value: Send + Clone + 'static;
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/// Load `value` from cache by `key`.
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fn get(&self, key: &Self::Key) -> Option<Self::Value>;
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/// Put `value` to cache by `key`.
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fn set(&self, key: Self::Key, value: Self::Value);
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}
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/// Loader for the [cached](trait.LoaderExt.html#method.cached) method.
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pub struct CachedLoader<C, T> {
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loader: T,
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cache: C,
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}
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impl<C, T> CachedLoader<C, T>
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where
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C: CacheStorage<Key = T::Key, Value = T::Value>,
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T: Loader,
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{
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/// Create a loader that can cache data.
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pub fn new(loader: T, cache: C) -> Self {
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Self { cache, loader }
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}
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}
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#[async_trait::async_trait]
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impl<C, T> Loader for CachedLoader<C, T>
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where
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C: CacheStorage<Key = T::Key, Value = T::Value>,
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T: Loader,
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{
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type Key = T::Key;
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type Value = T::Value;
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type Error = T::Error;
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async fn load(
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&self,
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mut keys: HashSet<Self::Key>,
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) -> Result<HashMap<Self::Key, Self::Value>, Self::Error> {
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let mut res = HashMap::new();
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for key in &keys {
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if let Some(value) = self.cache.get(key) {
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res.insert(key.clone(), value);
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}
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}
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for key in res.keys() {
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keys.remove(key);
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}
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let values = self.loader.load(keys).await?;
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for (key, value) in &values {
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self.cache.set(key.clone(), value.clone());
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}
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res.extend(values);
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Ok(res)
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}
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}
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/// Memory-based LRU cache.
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pub struct LruCache<T: CacheStorage>(Mutex<lru::LruCache<T::Key, T::Value>>);
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impl<T: CacheStorage> LruCache<T> {
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/// Creates a new LRU Cache that holds at most `cap` items.
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pub fn new(cap: usize) -> Self {
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Self(Mutex::new(lru::LruCache::new(cap)))
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}
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}
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impl<T: CacheStorage> CacheStorage for LruCache<T> {
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type Key = T::Key;
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type Value = T::Value;
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fn get(&self, key: &Self::Key) -> Option<Self::Value> {
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self.0.lock().unwrap().get(key).cloned()
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}
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fn set(&self, key: Self::Key, value: Self::Value) {
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self.0.lock().unwrap().put(key, value);
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}
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}
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249
src/dataloader/mod.rs
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249
src/dataloader/mod.rs
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@ -0,0 +1,249 @@
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//! Batch loading support, used to solve N+1 problem.
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//!
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//! # Examples
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//!
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//! ```rust
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//! use async_graphql::*;
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//! use async_graphql::dataloader::*;
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//! use std::collections::{HashSet, HashMap};
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//! use std::convert::Infallible;
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//! use async_graphql::dataloader::Loader;
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//!
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//! /// This loader simply converts the integer key into a string value.
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//! struct MyLoader;
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//!
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//! #[async_trait::async_trait]
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//! impl Loader for MyLoader {
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//! type Key = i32;
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//! type Value = String;
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//! type Error = Infallible;
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//!
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//! async fn load(&self, keys: HashSet<Self::Key>) -> Result<HashMap<Self::Key, Self::Value>, Self::Error> {
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//! // Use `MyLoader` to load data.
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//! Ok(keys.iter().copied().map(|n| (n, n.to_string())).collect())
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//! }
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//! }
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//!
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//! struct Query;
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//!
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//! #[Object]
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//! impl Query {
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//! async fn value(&self, ctx: &Context<'_>, n: i32) -> Option<String> {
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//! ctx.data_unchecked::<DataLoader<MyLoader>>().load_one(n).await.unwrap()
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//! }
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//! }
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//!
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//! async_std::task::block_on(async move {
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//! let schema = Schema::build(Query, EmptyMutation, EmptySubscription)
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//! .data(DataLoader::new(MyLoader))
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//! .finish();
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//!
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//! let res = schema.execute(r#"
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//! {
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//! v1: value(n: 1)
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//! v2: value(n: 2)
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//! v3: value(n: 3)
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//! v4: value(n: 4)
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//! v5: value(n: 5)
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//! }
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//! "#).await.into_result().unwrap().data;
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//!
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//! assert_eq!(res, value!({
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//! "v1": "1",
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//! "v2": "2",
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//! "v3": "3",
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//! "v4": "4",
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//! "v5": "5",
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//! }));
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//! });
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//!
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//! ```
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mod cache;
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use std::collections::{HashMap, HashSet};
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use std::hash::Hash;
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use std::time::Duration;
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use futures_channel::oneshot;
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use futures_timer::Delay;
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use futures_util::lock::Mutex;
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pub use cache::{CacheStorage, CachedLoader, LruCache};
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type ResSender<T> = oneshot::Sender<
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Result<HashMap<<T as Loader>::Key, <T as Loader>::Value>, <T as Loader>::Error>,
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>;
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struct Requests<T: Loader> {
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keys: HashSet<T::Key>,
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pending: Vec<(HashSet<T::Key>, ResSender<T>)>,
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}
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impl<T: Loader> Default for Requests<T> {
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fn default() -> Self {
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Self {
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keys: Default::default(),
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pending: Default::default(),
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}
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}
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}
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impl<T: Loader> Requests<T> {
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async fn load(self, loader: &T) {
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match loader.load(self.keys).await {
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Ok(values) => {
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for (keys, tx) in self.pending {
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let mut res = HashMap::new();
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for key in &keys {
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res.extend(values.get(key).map(|value| (key.clone(), value.clone())));
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}
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tx.send(Ok(res)).ok();
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}
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}
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Err(err) => {
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for (_, tx) in self.pending {
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tx.send(Err(err.clone())).ok();
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}
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}
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}
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}
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}
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/// Trait for batch loading.
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#[async_trait::async_trait]
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pub trait Loader: Send + Sync + 'static {
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/// Type of key.
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type Key: Send + Hash + Eq + Clone + 'static;
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/// type of value.
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type Value: Send + Clone + 'static;
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/// Type of error.
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type Error: Send + Clone + 'static;
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/// Load the data set specified by the `keys`.
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async fn load(
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&self,
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keys: HashSet<Self::Key>,
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) -> Result<HashMap<Self::Key, Self::Value>, Self::Error>;
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}
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/// Data loader.
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///
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/// Reference: https://github.com/facebook/dataloader
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pub struct DataLoader<T: Loader> {
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requests: Mutex<Requests<T>>,
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delay: Duration,
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max_batch_size: usize,
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loader: T,
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}
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impl<T: Loader> DataLoader<T> {
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/// Create a DataLoader with the `Loader` trait.
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pub fn new(loader: T) -> Self {
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Self {
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requests: Default::default(),
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delay: Duration::from_millis(20),
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max_batch_size: 1000,
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loader,
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}
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}
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/// Specify the delay time for loading data, the default is `20ms`.
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pub fn delay(self, delay: Duration) -> Self {
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Self { delay, ..self }
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}
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/// pub fn Specify the max batch size for loading data, the default is `1000`.
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///
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/// If the keys waiting to be loaded reach the threshold, they are loaded immediately.
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pub fn max_batch_size(self, max_batch_size: usize) -> Self {
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Self {
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max_batch_size,
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..self
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}
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}
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/// Use this `DataLoader` load a data.
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pub async fn load_one(&self, key: T::Key) -> Result<Option<T::Value>, T::Error> {
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let mut values = self.load_many(std::iter::once(key.clone())).await?;
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Ok(values.remove(&key))
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}
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/// Use this `DataLoader` to load some data.
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pub async fn load_many(
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&self,
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keys: impl Iterator<Item = T::Key>,
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) -> Result<HashMap<T::Key, T::Value>, T::Error> {
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let (start_fetch, rx) = {
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let mut requests = self.requests.lock().await;
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let prev_count = requests.keys.len();
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let keys = keys.collect::<HashSet<_>>();
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requests.keys.extend(keys.clone());
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if requests.keys.len() == prev_count {
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return Ok(Default::default());
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}
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let (tx, rx) = oneshot::channel();
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requests.pending.push((keys, tx));
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if requests.keys.len() >= self.max_batch_size {
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let r = std::mem::take(&mut *requests);
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drop(requests);
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r.load(&self.loader).await;
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(false, rx)
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} else {
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(!requests.keys.is_empty() && prev_count == 0, rx)
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}
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};
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if start_fetch {
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Delay::new(self.delay).await;
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let requests = std::mem::take(&mut *self.requests.lock().await);
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if !requests.keys.is_empty() {
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requests.load(&self.loader).await;
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}
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}
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rx.await.unwrap()
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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use async_std::task;
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use std::sync::Arc;
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#[async_std::test]
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async fn test_dataloader() {
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struct MyLoader;
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#[async_trait::async_trait]
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impl Loader for MyLoader {
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type Key = i32;
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type Value = i32;
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type Error = ();
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async fn load(
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&self,
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keys: HashSet<Self::Key>,
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) -> Result<HashMap<Self::Key, Self::Value>, Self::Error> {
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assert!(keys.len() <= 10);
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Ok(keys.into_iter().map(|k| (k, k)).collect())
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}
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}
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let loader = Arc::new(DataLoader::new(MyLoader).max_batch_size(10));
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let mut handles = Vec::new();
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for i in 0..100 {
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handles.push(task::spawn({
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let loader = loader.clone();
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async move { loader.load_one(i).await }
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}));
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}
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assert_eq!(
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futures_util::future::try_join_all(handles).await.unwrap(),
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(0..100).map(Option::Some).collect::<Vec<_>>()
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);
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}
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}
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@ -176,6 +176,9 @@ mod subscription;
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mod validation;
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pub mod context;
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#[cfg(feature = "dataloader")]
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#[cfg_attr(feature = "nightly", doc(cfg(feature = "dataloader")))]
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pub mod dataloader;
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pub mod extensions;
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pub mod guard;
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pub mod http;
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@ -51,13 +51,13 @@ impl<Query, Mutation, Subscription> SchemaBuilder<Query, Mutation, Subscription>
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self
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}
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/// Set the maximum complexity a query can have. By default there is no limit.
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/// Set the maximum complexity a query can have. By default, there is no limit.
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pub fn limit_complexity(mut self, complexity: usize) -> Self {
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self.complexity = Some(complexity);
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self
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}
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/// Set the maximum depth a query can have. By default there is no limit.
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/// Set the maximum depth a query can have. By default, there is no limit.
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pub fn limit_depth(mut self, depth: usize) -> Self {
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self.depth = Some(depth);
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self
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@ -336,7 +336,7 @@ where
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/// Get all names in this schema
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///
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/// Maybe you want to serialize a custom binary protocol. In order to minimize message size, a dictionary
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/// is usually used to compress type names, field names, directive names, and parameter names. This function gets all the names
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/// is usually used to compress type names, field names, directive names, and parameter names. This function gets all the names,
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/// so you can create this dictionary.
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pub fn names(&self) -> Vec<String> {
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self.0.env.registry.names()
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