feat(mito): Implement file cache (#3022)

* feat: recover cache

* feat: moka features

* test: tests for file cache

* chore: suppress warninig

* fix: parse_inde_key consider suffix

* feat: update cache

* feat: expose cache file path

* feat: use cache_path in test
This commit is contained in:
Yingwen
2024-01-03 10:05:06 +08:00
committed by GitHub
parent 128d3717fa
commit 2e686fe053
3 changed files with 413 additions and 1 deletions

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@@ -43,7 +43,7 @@ index.workspace = true
lazy_static = "1.4"
log-store = { workspace = true, optional = true }
memcomparable = "0.2"
moka = { workspace = true, features = ["sync"] }
moka = { workspace = true, features = ["sync", "future"] }
num_cpus = "1.13"
object-store.workspace = true
parquet = { workspace = true, features = ["async"] }

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@@ -15,6 +15,9 @@
//! Cache for the engine.
mod cache_size;
// TODO(yingwen): Remove this after the write cache is ready.
#[allow(unused)]
pub(crate) mod file_cache;
#[cfg(test)]
pub(crate) mod test_util;
@@ -38,6 +41,8 @@ const SST_META_TYPE: &str = "sst_meta";
const VECTOR_TYPE: &str = "vector";
// Metrics type key for pages.
const PAGE_TYPE: &str = "page";
// Metrics type key for files on the local store.
const FILE_TYPE: &str = "file";
/// Manages cached data for the engine.
pub struct CacheManager {

407
src/mito2/src/cache/file_cache.rs vendored Normal file
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@@ -0,0 +1,407 @@
// Copyright 2023 Greptime Team
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//! A cache for files.
use std::time::Instant;
use common_base::readable_size::ReadableSize;
use common_telemetry::{info, warn};
use futures::{FutureExt, TryStreamExt};
use moka::future::Cache;
use moka::notification::RemovalCause;
use object_store::util::{join_dir, join_path};
use object_store::{ErrorKind, Metakey, ObjectStore, Reader};
use snafu::ResultExt;
use store_api::storage::RegionId;
use crate::cache::FILE_TYPE;
use crate::error::{OpenDalSnafu, Result};
use crate::metrics::{CACHE_BYTES, CACHE_HIT, CACHE_MISS};
use crate::sst::file::FileId;
/// Subdirectory of cached files.
const FILE_DIR: &str = "files";
/// A file cache manages files on local store and evict files based
/// on size.
#[derive(Debug)]
pub(crate) struct FileCache {
/// Local store to cache files.
local_store: ObjectStore,
/// Cached file directory under cache home.
file_dir: String,
/// Index to track cached files.
///
/// File id is enough to identity a file uniquely.
memory_index: Cache<IndexKey, IndexValue>,
}
impl FileCache {
/// Creates a new file cache.
pub(crate) fn new(
local_store: ObjectStore,
cache_home: String,
capacity: ReadableSize,
) -> FileCache {
// Stores files under `cache_home/{FILE_DIR}`.
let file_dir = cache_file_dir(&cache_home);
let cache_store = local_store.clone();
let cache_file_dir = file_dir.clone();
let memory_index = Cache::builder()
.weigher(|_key, value: &IndexValue| -> u32 {
// We only measure space on local store.
value.file_size
})
.max_capacity(capacity.as_bytes())
.async_eviction_listener(move |key, value, cause| {
let store = cache_store.clone();
let file_path = cache_file_path(&cache_file_dir, *key);
async move {
if let RemovalCause::Replaced = cause {
// The cache is replaced by another file. This is unexpected, we don't remove the same
// file but updates the metrics as the file is already replaced by users.
CACHE_BYTES.with_label_values(&[FILE_TYPE]).sub(value.file_size.into());
warn!("Replace existing cache {} for region {} unexpectedly", file_path, key.0);
return;
}
match store.delete(&file_path).await {
Ok(()) => {
CACHE_BYTES.with_label_values(&[FILE_TYPE]).sub(value.file_size.into());
}
Err(e) => {
warn!(e; "Failed to delete cached file {} for region {}", file_path, key.0);
}
}
}
.boxed()
})
.build();
FileCache {
local_store,
file_dir,
memory_index,
}
}
/// Puts a file into the cache index.
///
/// The `WriteCache` should ensure the file is in the correct path.
pub(crate) async fn put(&self, key: IndexKey, value: IndexValue) {
CACHE_BYTES
.with_label_values(&[FILE_TYPE])
.add(value.file_size.into());
self.memory_index.insert(key, value).await;
}
/// Reads a file from the cache.
pub(crate) async fn reader(&self, key: IndexKey) -> Option<Reader> {
if !self.memory_index.contains_key(&key) {
CACHE_MISS.with_label_values(&[FILE_TYPE]).inc();
return None;
}
let file_path = self.cache_file_path(key);
match self.local_store.reader(&file_path).await {
Ok(reader) => {
CACHE_HIT.with_label_values(&[FILE_TYPE]).inc();
Some(reader)
}
Err(e) => {
if e.kind() != ErrorKind::NotFound {
warn!("Failed to get file for key {:?}, err: {}", key, e);
}
// We removes the file from the index.
self.memory_index.remove(&key).await;
CACHE_MISS.with_label_values(&[FILE_TYPE]).inc();
None
}
}
}
/// Removes a file from the cache explicitly.
pub(crate) async fn remove(&self, key: IndexKey) {
let file_path = self.cache_file_path(key);
if let Err(e) = self.local_store.delete(&file_path).await {
warn!(e; "Failed to delete a cached file {}", file_path);
}
}
/// Recovers the index from local store.
pub(crate) async fn recover(&self) -> Result<()> {
let now = Instant::now();
let mut lister = self
.local_store
.lister_with(&self.file_dir)
.metakey(Metakey::ContentLength)
.await
.context(OpenDalSnafu)?;
let (mut total_size, mut total_keys) = (0, 0);
while let Some(entry) = lister.try_next().await.context(OpenDalSnafu)? {
let meta = entry.metadata();
if !meta.is_file() {
continue;
}
let Some(key) = parse_index_key(entry.name()) else {
continue;
};
let file_size = meta.content_length() as u32;
self.memory_index
.insert(key, IndexValue { file_size })
.await;
total_size += file_size;
total_keys += 1;
}
// The metrics is a signed int gauge so we can updates it finally.
CACHE_BYTES
.with_label_values(&[FILE_TYPE])
.add(total_size.into());
info!(
"Recovered file cache, num_keys: {}, num_bytes: {}, cost: {:?}",
total_keys,
total_size,
now.elapsed()
);
Ok(())
}
/// Returns the cache file path for the key.
pub(crate) fn cache_file_path(&self, key: IndexKey) -> String {
cache_file_path(&self.file_dir, key)
}
/// Returns the local store of the file cache.
pub(crate) fn local_store(&self) -> ObjectStore {
self.local_store.clone()
}
}
/// Key of file cache index.
pub(crate) type IndexKey = (RegionId, FileId);
/// An entity that describes the file in the file cache.
///
/// It should only keep minimal information needed by the cache.
#[derive(Debug, Clone)]
pub(crate) struct IndexValue {
/// Size of the file in bytes.
file_size: u32,
}
/// Returns the directory to store files.
fn cache_file_dir(cache_home: &str) -> String {
join_dir(cache_home, FILE_DIR)
}
/// Generates the path to the cached file.
///
/// The file name format is `{region_id}.{file_id}`
fn cache_file_path(cache_file_dir: &str, key: IndexKey) -> String {
join_path(cache_file_dir, &format!("{}.{}", key.0.as_u64(), key.1))
}
/// Parse index key from the file name.
fn parse_index_key(name: &str) -> Option<IndexKey> {
let mut splited = name.splitn(2, '.');
let region_id = splited.next().and_then(|s| {
let id = s.parse::<u64>().ok()?;
Some(RegionId::from_u64(id))
})?;
let file_id = splited.next().and_then(|s| FileId::parse_str(s).ok())?;
Some((region_id, file_id))
}
#[cfg(test)]
mod tests {
use common_test_util::temp_dir::create_temp_dir;
use futures::AsyncReadExt;
use object_store::services::Fs;
use super::*;
fn new_fs_store(path: &str) -> ObjectStore {
let mut builder = Fs::default();
builder.root(path);
ObjectStore::new(builder).unwrap().finish()
}
#[tokio::test]
async fn test_file_cache_basic() {
let dir = create_temp_dir("");
let local_store = new_fs_store(dir.path().to_str().unwrap());
let cache_home = "cache".to_string();
let cache = FileCache::new(
local_store.clone(),
cache_home.clone(),
ReadableSize::mb(10),
);
let region_id = RegionId::new(2000, 0);
let file_id = FileId::random();
let key = (region_id, file_id);
let file_path = cache.cache_file_path(key);
// Get an empty file.
assert!(cache.reader(key).await.is_none());
// Write a file.
local_store
.write(&file_path, b"hello".as_slice())
.await
.unwrap();
// Add to the cache.
cache
.put((region_id, file_id), IndexValue { file_size: 5 })
.await;
// Read file content.
let mut reader = cache.reader(key).await.unwrap();
let mut buf = String::new();
reader.read_to_string(&mut buf).await.unwrap();
assert_eq!("hello", buf);
// Remove the file.
cache.remove(key).await;
assert!(cache.reader(key).await.is_none());
// Ensure all pending tasks of the moka cache is done before assertion.
cache.memory_index.run_pending_tasks().await;
// The file also not exists.
assert!(!local_store.is_exist(&file_path).await.unwrap());
}
#[tokio::test]
async fn test_file_cache_file_removed() {
let dir = create_temp_dir("");
let local_store = new_fs_store(dir.path().to_str().unwrap());
let cache_home = "cache".to_string();
let cache = FileCache::new(
local_store.clone(),
cache_home.clone(),
ReadableSize::mb(10),
);
let region_id = RegionId::new(2000, 0);
let file_id = FileId::random();
let key = (region_id, file_id);
let file_path = cache.cache_file_path(key);
// Write a file.
local_store
.write(&file_path, b"hello".as_slice())
.await
.unwrap();
// Add to the cache.
cache
.put((region_id, file_id), IndexValue { file_size: 5 })
.await;
// Remove the file but keep the index.
local_store.delete(&file_path).await.unwrap();
// Reader is none.
assert!(cache.reader(key).await.is_none());
// Key is removed.
assert!(!cache.memory_index.contains_key(&key));
}
#[tokio::test]
async fn test_file_cache_recover() {
let dir = create_temp_dir("");
let local_store = new_fs_store(dir.path().to_str().unwrap());
let cache_home = "cache".to_string();
let cache = FileCache::new(
local_store.clone(),
cache_home.clone(),
ReadableSize::mb(10),
);
let region_id = RegionId::new(2000, 0);
// Write N files.
let file_ids: Vec<_> = (0..10).map(|_| FileId::random()).collect();
for (i, file_id) in file_ids.iter().enumerate() {
let key = (region_id, *file_id);
let file_path = cache.cache_file_path(key);
let bytes = i.to_string().into_bytes();
local_store.write(&file_path, bytes.clone()).await.unwrap();
// Add to the cache.
cache
.put(
(region_id, *file_id),
IndexValue {
file_size: bytes.len() as u32,
},
)
.await;
}
// Recover the cache.
let cache = FileCache::new(
local_store.clone(),
cache_home.clone(),
ReadableSize::mb(10),
);
// No entry before recovery.
assert!(cache.reader((region_id, file_ids[0])).await.is_none());
cache.recover().await.unwrap();
for (i, file_id) in file_ids.iter().enumerate() {
let key = (region_id, *file_id);
let mut reader = cache.reader(key).await.unwrap();
let mut buf = String::new();
reader.read_to_string(&mut buf).await.unwrap();
assert_eq!(i.to_string(), buf);
}
}
#[test]
fn test_cache_file_path() {
let file_id = FileId::parse_str("3368731b-a556-42b8-a5df-9c31ce155095").unwrap();
assert_eq!(
"test_dir/5299989643269.3368731b-a556-42b8-a5df-9c31ce155095",
cache_file_path("test_dir", (RegionId::new(1234, 5), file_id))
);
assert_eq!(
"test_dir/5299989643269.3368731b-a556-42b8-a5df-9c31ce155095",
cache_file_path("test_dir/", (RegionId::new(1234, 5), file_id))
);
}
#[test]
fn test_parse_file_name() {
let file_id = FileId::parse_str("3368731b-a556-42b8-a5df-9c31ce155095").unwrap();
let region_id = RegionId::new(1234, 5);
assert_eq!(
(region_id, file_id),
parse_index_key("5299989643269.3368731b-a556-42b8-a5df-9c31ce155095").unwrap()
);
assert!(parse_index_key("").is_none());
assert!(parse_index_key(".").is_none());
assert!(parse_index_key("5299989643269").is_none());
assert!(parse_index_key("5299989643269.").is_none());
assert!(parse_index_key(".5299989643269").is_none());
assert!(parse_index_key("5299989643269.").is_none());
assert!(parse_index_key("5299989643269.3368731b-a556-42b8-a5df").is_none());
assert!(
parse_index_key("5299989643269.3368731b-a556-42b8-a5df-9c31ce155095.parquet").is_none()
);
}
}