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//! A cache with multiple providers.
use std::{
any::Any,
sync::{
mpsc::{channel, Receiver, Sender},
Arc,
},
};
use crate::{
error::ArcResult, mem::NamespaceCache, persistent::client::Client, run_generator, CacheHandle,
CacheHandleInner, CacheValueHolder, Cacheable, CacheableWithState, GenerateFn,
GenerateResultFn, GenerateResultWithStateFn, GenerateWithStateFn, Namespace,
};
use serde::{de::DeserializeOwned, Serialize};
/// A cache with multiple providers.
///
/// Exposes a unified API for accessing an in-memory [`NamespaceCache`] as well as persistent
/// cache [`Client`]s.
#[derive(Default, Debug, Clone)]
pub struct MultiCache {
namespace_cache: Option<NamespaceCache>,
clients: Vec<Client>,
}
/// A builder for a [`MultiCache`].
#[derive(Default, Debug, Clone)]
pub struct MultiCacheBuilder {
skip_memory: bool,
clients: Vec<Client>,
}
type OptionGenerateHandle<V> = GenerateHandle<V, Option<V>>;
struct GenerateHandle<V, R> {
has_value_r: Receiver<Option<CacheHandleInner<V>>>,
value_s: Sender<R>,
handle: CacheHandleInner<V>,
}
/// A generate function dispatched to cache provider `C` in order to retrieve a cache handle to a
/// value that the cache may or may not have, sent over the provided [`Sender`].
///
/// The receiver can then be used to recover value that the [`MultiCache`] gets, potentially from
/// other caches.
trait MultiGenerateFn<C, K, V, R>:
Fn(
&mut C,
Namespace,
Arc<K>,
Sender<Option<CacheHandleInner<V>>>,
Receiver<R>,
) -> CacheHandleInner<V>
{
}
impl<
C,
K,
V,
R,
T: Fn(
&mut C,
Namespace,
Arc<K>,
Sender<Option<CacheHandleInner<V>>>,
Receiver<R>,
) -> CacheHandleInner<V>,
> MultiGenerateFn<C, K, V, R> for T
{
}
impl MultiCacheBuilder {
/// Creates a new [`MultiCacheBuilder`].
pub fn new() -> Self {
Self::default()
}
/// Skips caching results in memory.
///
/// With this flag enabled, all cache accesses must go through a cache provider even if key in
/// question was accessed earlier by the same process.
pub fn skip_memory(&mut self) -> &mut Self {
self.skip_memory = true;
self
}
/// Adds a new provider to the cache.
pub fn with_provider(&mut self, client: Client) -> &mut Self {
self.clients.push(client);
self
}
/// Builds a [`MultiCache`] from the configured parameters.
pub fn build(&mut self) -> MultiCache {
MultiCache {
namespace_cache: if self.skip_memory {
None
} else {
Some(NamespaceCache::new())
},
clients: self.clients.clone(),
}
}
}
impl MultiCache {
/// Creates a [`MultiCache`] with only in-memory providers.
pub fn new() -> Self {
Self::default()
}
/// Creates a new [`MultiCacheBuilder`].
pub fn builder() -> MultiCacheBuilder {
MultiCacheBuilder::new()
}
/// Ensures that a value corresponding to `key` is generated, using `generate_fn`
/// to generate it if it has not already been generated.
///
/// Returns a handle to the value. If the value is not yet generated, it is generated
/// in the background.
///
/// See [`Client::generate`] and [`NamespaceCache::generate`] for related examples.
pub fn generate<
K: Serialize + Any + Send + Sync,
V: Serialize + DeserializeOwned + Send + Sync + Any,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
generate_fn: impl GenerateFn<K, V>,
) -> CacheHandle<V> {
CacheHandle::from_inner(Arc::new(self.generate_inner(namespace, key, generate_fn)))
}
/// Ensures that a value corresponding to `key` is generated, using `generate_fn`
/// to generate it if it has not already been generated.
///
/// Returns a handle to the value. If the value is not yet generated, it is generated
/// in the background.
///
/// See [`Client::generate_with_state`] and [`NamespaceCache::generate_with_state`] for related examples.
pub fn generate_with_state<
K: Serialize + Send + Sync + Any,
S: Send + Sync + Any,
V: Serialize + DeserializeOwned + Send + Sync + Any,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
state: S,
generate_fn: impl GenerateWithStateFn<K, S, V>,
) -> CacheHandle<V> {
let namespace = namespace.into();
self.generate(namespace, key, move |k| generate_fn(k, state))
}
/// Ensures that a result corresponding to `key` is generated, using `generate_fn`
/// to generate it if it has not already been generated.
///
/// Does not cache on failure as errors are not constrained to be serializable/deserializable.
/// As such, failures should happen quickly, or should be serializable and stored as part of
/// cached value using [`MultiCache::generate`].
///
/// Returns a handle to the value. If the value is not yet generated, it is generated
///
/// See [`Client::generate_result`] and [`NamespaceCache::generate_result`] for related examples.
pub fn generate_result<
K: Serialize + Any + Send + Sync,
V: Serialize + DeserializeOwned + Send + Sync + Any,
E: Send + Sync + Any,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
generate_fn: impl GenerateResultFn<K, V, E>,
) -> CacheHandle<Result<V, E>> {
CacheHandle::from_inner(Arc::new(self.generate_result_inner(
namespace,
key,
generate_fn,
)))
}
/// Ensures that a value corresponding to `key` is generated, using `generate_fn`
/// to generate it if it has not already been generated.
///
/// Does not cache on failure as errors are not constrained to be serializable/deserializable.
/// As such, failures should happen quickly, or should be serializable and stored as part of
/// cached value using [`MultiCache::generate_with_state`].
///
/// Returns a handle to the value. If the value is not yet generated, it is generated
/// in the background.
///
/// See [`Client::generate_result_with_state`] and
/// [`NamespaceCache::generate_result_with_state`] for related examples.
pub fn generate_result_with_state<
K: Serialize + Send + Sync + Any,
S: Send + Sync + Any,
V: Serialize + DeserializeOwned + Send + Sync + Any,
E: Send + Sync + Any,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
state: S,
generate_fn: impl GenerateResultWithStateFn<K, S, V, E>,
) -> CacheHandle<Result<V, E>> {
let namespace = namespace.into();
self.generate_result(namespace, key, move |k| generate_fn(k, state))
}
/// Gets a handle to a cacheable object from the cache, generating the object in the background
/// if needed.
///
/// Does not cache errors, so any errors thrown should be thrown quickly. Any errors that need
/// to be cached should be included in the cached output or should be cached using
/// [`MultiCache::get_with_err`].
///
/// See [`Client::get`] and [`NamespaceCache::get`] for related examples.
pub fn get<K: Cacheable>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
) -> CacheHandle<Result<K::Output, K::Error>> {
let namespace = namespace.into();
self.generate_result(namespace, key, |key| key.generate())
}
/// Gets a handle to a cacheable object from the cache, caching failures as well.
///
/// Generates the object in the background if needed.
///
/// See [`Client::get_with_err`] and [`NamespaceCache::get_with_err`] for related examples.
pub fn get_with_err<
E: Send + Sync + Serialize + DeserializeOwned + Any,
K: Cacheable<Error = E>,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
) -> CacheHandle<Result<K::Output, K::Error>> {
let namespace = namespace.into();
self.generate(namespace, key, |key| key.generate())
}
/// Gets a handle to a cacheable object from the cache, generating the object in the background
/// if needed.
///
/// Does not cache errors, so any errors thrown should be thrown quickly. Any errors that need
/// to be cached should be included in the cached output or should be cached using
/// [`MultiCache::get_with_state_and_err`].
///
/// See [`Client::get_with_state`] and [`NamespaceCache::get_with_state`] for related examples.
pub fn get_with_state<S: Send + Sync + Any, K: CacheableWithState<S>>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
state: S,
) -> CacheHandle<Result<K::Output, K::Error>> {
let namespace = namespace.into();
self.generate_result_with_state(namespace, key, state, |key, state| {
key.generate_with_state(state)
})
}
/// Gets a handle to a cacheable object from the cache, caching failures as well.
///
/// Generates the object in the background if needed.
///
/// See [`MultiCache::get_with_err`] and [`MultiCache::get_with_state`] for related examples.
pub fn get_with_state_and_err<
S: Send + Sync + Any,
E: Send + Sync + Serialize + DeserializeOwned + Any,
K: CacheableWithState<S, Error = E>,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
state: S,
) -> CacheHandle<Result<K::Output, K::Error>> {
let namespace = namespace.into();
self.generate_with_state(namespace, key, state, |key, state| {
key.generate_with_state(state)
})
}
/// Dispatches the provided generate_fn to a cache provider, attempting to recover the cached value in
/// the background.
fn start_generate<C, K, V: Send + Sync + Any, R>(
cache: &mut C,
namespace: Namespace,
key: Arc<K>,
generate_fn: impl MultiGenerateFn<C, K, V, R>,
) -> GenerateHandle<V, R> {
let (has_value_s, has_value_r) = channel();
let (value_s, value_r) = channel();
let handle = generate_fn(cache, namespace, key, has_value_s.clone(), value_r);
let handle_clone = handle.clone();
std::thread::spawn(move || {
let _ = handle_clone.try_get();
let _ = has_value_s.send(Some(handle_clone));
});
GenerateHandle {
has_value_r,
value_s,
handle,
}
}
fn generate_inner<
K: Serialize + Any + Send + Sync,
V: Serialize + DeserializeOwned + Send + Sync + Any,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
generate_fn: impl GenerateFn<K, V>,
) -> CacheHandleInner<V> {
let namespace = namespace.into();
self.generate_inner_dispatch(
namespace,
key,
generate_fn,
|cache, namespace, key, has_value_s, value_r| {
cache.generate_inner(namespace, key, move |_| {
let _ = has_value_s.send(None);
value_r.recv().unwrap()
})
},
|cache, namespace, key, has_value_s, value_r| {
cache.generate_inner(namespace, key, move |_| {
let _ = has_value_s.send(None);
// Panics if no value is provided. Clients do not cache generator panics.
value_r.recv().unwrap().unwrap()
})
},
MultiCache::recover_value,
MultiCache::send_value_to_providers,
)
}
fn generate_result_inner<
K: Serialize + Any + Send + Sync,
V: Serialize + DeserializeOwned + Send + Sync + Any,
E: Send + Sync + Any,
>(
&mut self,
namespace: impl Into<Namespace>,
key: K,
generate_fn: impl GenerateResultFn<K, V, E>,
) -> CacheHandleInner<Result<V, E>> {
let namespace = namespace.into();
self.generate_inner_dispatch(
namespace,
key,
generate_fn,
|cache, namespace, key, has_value_s, value_r| {
cache.generate_result_inner(namespace, key, move |_| {
let _ = has_value_s.send(None);
value_r.recv().unwrap()
})
},
|cache, namespace, key, has_value_s, value_r| {
cache.generate_result_inner(namespace, key, move |_| {
let _ = has_value_s.send(None);
// Panics if no value is provided. Clients do not cache generator panics.
value_r.recv().unwrap().unwrap()
})
},
MultiCache::recover_result,
MultiCache::send_result_to_providers,
)
}
#[allow(clippy::too_many_arguments)]
fn generate_inner_dispatch<K: Send + Sync + Any, V: Send + Sync + Any>(
&mut self,
namespace: Namespace,
key: K,
generate_fn: impl GenerateFn<K, V>,
namespace_generate: impl MultiGenerateFn<NamespaceCache, K, V, V>,
client_generate: impl MultiGenerateFn<Client, K, V, Option<V>>,
recover_value: impl FnOnce(ArcResult<&V>) -> Option<V> + Send + Any,
send_value_to_providers: impl Fn(&V, &mut [GenerateHandle<V, Option<V>>]) + Send + Any,
) -> CacheHandleInner<V> {
let key = Arc::new(key);
let mut handle = CacheHandleInner::default();
let mut mem_handle = None;
let mut client_handles = Vec::new();
if let Some(cache) = &mut self.namespace_cache {
tracing::debug!("dispatching request to in-memory cache");
let (namespace, key) = (namespace.clone(), key.clone());
let generate_handle =
MultiCache::start_generate(cache, namespace, key, namespace_generate);
handle = generate_handle.handle.clone();
mem_handle = Some(generate_handle);
}
for (i, client) in self.clients.iter_mut().enumerate() {
tracing::debug!("dispatching request to persistent client {}", i);
let (namespace, key) = (namespace.clone(), key.clone());
client_handles.push(MultiCache::start_generate(
client,
namespace,
key,
&client_generate,
));
}
let handle_clone = handle.clone();
tracing::debug!("spawning thread to aggregate results");
std::thread::spawn(move || {
let mut retrieved_value: Option<V> = None;
for (i, has_value_r) in mem_handle
.iter()
.map(|x| &x.has_value_r)
.chain(client_handles.iter().map(|x| &x.has_value_r))
.enumerate()
{
tracing::debug!("waiting on generate handle {}", i);
if let Some(value_handle) = has_value_r.recv().unwrap() {
tracing::debug!("received value from generate handle {}", i);
retrieved_value = recover_value(value_handle.try_get());
break;
}
tracing::debug!(
"did not receive value from generate handle {}, trying next handle",
i
);
}
let value = retrieved_value.map(Ok).unwrap_or_else(|| {
tracing::debug!("did not receive a value, generating now");
run_generator(move || generate_fn(key.as_ref()))
});
if let Ok(value) = value.as_ref() {
tracing::debug!("sending generated value to all clients");
send_value_to_providers(value, &mut client_handles);
}
// Block until all clients have finished handling the received values.
for (i, GenerateHandle { handle, .. }) in client_handles.iter().enumerate() {
tracing::debug!("blocking on client {}", i);
let _ = handle.try_get();
}
match value {
Ok(value) => {
if let Some(mem_handle) = mem_handle {
let _ = mem_handle.value_s.send(value);
} else {
handle_clone.set(Ok(value));
}
}
e @ Err(_) => handle_clone.set(e),
}
});
handle
}
fn recover_value<V: Serialize + DeserializeOwned>(
retrieved_result: ArcResult<&V>,
) -> Option<V> {
if let Ok(value) = retrieved_result {
Some(flexbuffers::from_slice(&flexbuffers::to_vec(value).unwrap()).unwrap())
} else {
None
}
}
fn recover_result<V: Serialize + DeserializeOwned, E>(
retrieved_result: ArcResult<&Result<V, E>>,
) -> Option<Result<V, E>> {
if let Ok(Ok(value)) = retrieved_result {
Some(Ok(flexbuffers::from_slice(
&flexbuffers::to_vec(value).unwrap(),
)
.unwrap()))
} else {
None
}
}
fn send_value_to_providers<V: Serialize + DeserializeOwned>(
value: &V,
client_handles: &mut [OptionGenerateHandle<V>],
) {
for GenerateHandle { value_s, .. } in client_handles.iter_mut() {
let _ = value_s.send(Some(
flexbuffers::from_slice(&flexbuffers::to_vec(value).unwrap()).unwrap(),
));
}
}
fn send_result_to_providers<V: Serialize + DeserializeOwned, E>(
value: &Result<V, E>,
client_handles: &mut [OptionGenerateHandle<Result<V, E>>],
) {
for GenerateHandle { value_s, .. } in client_handles.iter_mut() {
if let Ok(value) = value {
let _ = value_s.send(Some(Ok(flexbuffers::from_slice(
&flexbuffers::to_vec(value).unwrap(),
)
.unwrap())));
} else {
let _ = value_s.send(None);
}
}
}
}