Files
mini_lsm/mini-lsm/src/lsm_storage.rs

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use std::collections::HashMap;
use std::ops::Bound;
use std::path::{Path, PathBuf};
use std::sync::atomic::AtomicUsize;
use std::sync::Arc;
use anyhow::Result;
use bytes::Bytes;
use parking_lot::{Mutex, RwLock};
use crate::block::Block;
use crate::compact::{
CompactionController, CompactionOptions, LeveledCompactionController, LeveledCompactionOptions,
SimpleLeveledCompactionController, SimpleLeveledCompactionOptions, TieredCompactionController,
};
use crate::iterators::merge_iterator::MergeIterator;
use crate::iterators::two_merge_iterator::TwoMergeIterator;
use crate::iterators::StorageIterator;
use crate::lsm_iterator::{FusedIterator, LsmIterator};
use crate::mem_table::{map_bound, MemTable};
use crate::table::{SsTable, SsTableBuilder, SsTableIterator};
pub type BlockCache = moka::sync::Cache<(usize, usize), Arc<Block>>;
#[derive(Clone)]
pub struct LsmStorageState {
/// The current memtable.
pub memtable: Arc<MemTable>,
/// Immutable memtables, from earliest to latest.
pub imm_memtables: Vec<Arc<MemTable>>,
/// L0 SSTs, from earliest to latest.
pub l0_sstables: Vec<usize>,
/// SsTables sorted by key range; L1 - L_max for leveled compaction, or tiers for tiered
/// compaction.
pub levels: Vec<(usize, Vec<usize>)>,
/// SST objects.
pub sstables: HashMap<usize, Arc<SsTable>>,
}
impl LsmStorageState {
fn create(options: &LsmStorageOptions) -> Self {
match &options.compaction_options {
CompactionOptions::Leveled(LeveledCompactionOptions { max_levels, .. })
| CompactionOptions::Simple(SimpleLeveledCompactionOptions { max_levels, .. }) => {
Self {
memtable: Arc::new(MemTable::create()),
imm_memtables: Vec::new(),
l0_sstables: Vec::new(),
levels: (1..=*max_levels)
.map(|level| (level, Vec::new()))
.collect::<Vec<_>>(),
sstables: Default::default(),
}
}
CompactionOptions::Tiered(_) | CompactionOptions::NoCompaction => Self {
memtable: Arc::new(MemTable::create()),
imm_memtables: Vec::new(),
l0_sstables: Vec::new(),
levels: Vec::new(),
sstables: Default::default(),
},
}
}
}
pub struct LsmStorageOptions {
pub block_size: usize,
pub target_sst_size: usize,
pub compaction_options: CompactionOptions,
}
impl LsmStorageOptions {
pub fn default_for_week1_test() -> Self {
Self {
block_size: 4096,
target_sst_size: 2 << 20,
compaction_options: CompactionOptions::NoCompaction,
}
}
}
/// The storage interface of the LSM tree.
pub(crate) struct LsmStorageInner {
pub(crate) state: Arc<RwLock<Arc<LsmStorageState>>>,
pub(crate) state_lock: Mutex<()>,
path: PathBuf,
pub(crate) block_cache: Arc<BlockCache>,
next_sst_id: AtomicUsize,
pub(crate) options: Arc<LsmStorageOptions>,
pub(crate) compaction_controller: CompactionController,
}
pub struct MiniLsm {
inner: Arc<LsmStorageInner>,
compaction_notifier: crossbeam_channel::Sender<()>,
compaction_thread: Mutex<Option<std::thread::JoinHandle<()>>>,
}
impl Drop for MiniLsm {
fn drop(&mut self) {
self.compaction_notifier.send(()).ok();
}
}
impl MiniLsm {
pub fn close(&self) -> Result<()> {
self.compaction_notifier.send(()).ok();
let mut compaction_thread = self.compaction_thread.lock();
if let Some(mut compaction_thread) = compaction_thread.take() {
compaction_thread
.join()
.map_err(|e| anyhow::anyhow!("{:?}", e))?;
}
Ok(())
}
pub fn open(path: impl AsRef<Path>, options: LsmStorageOptions) -> Result<Arc<Self>> {
let inner = Arc::new(LsmStorageInner::open(path, options)?);
let (tx, rx) = crossbeam_channel::unbounded();
let compaction_thread = inner.spawn_compaction_thread(rx)?;
Ok(Arc::new(Self {
inner,
compaction_notifier: tx,
compaction_thread: Mutex::new(compaction_thread),
}))
}
pub fn get(&self, key: &[u8]) -> Result<Option<Bytes>> {
self.inner.get(key)
}
pub fn put(&self, key: &[u8], value: &[u8]) -> Result<()> {
self.inner.put(key, value)
}
pub fn delete(&self, key: &[u8]) -> Result<()> {
self.inner.delete(key)
}
pub fn scan(
&self,
lower: Bound<&[u8]>,
upper: Bound<&[u8]>,
) -> Result<FusedIterator<LsmIterator>> {
self.inner.scan(lower, upper)
}
pub fn force_flush_imm_memtables(&self) -> Result<()> {
self.inner.force_flush_imm_memtables()
}
}
impl LsmStorageInner {
pub(crate) fn next_sst_id(&self) -> usize {
self.next_sst_id
.fetch_add(1, std::sync::atomic::Ordering::SeqCst)
}
pub(crate) fn open(path: impl AsRef<Path>, options: LsmStorageOptions) -> Result<Self> {
let path = path.as_ref();
if !path.exists() {
std::fs::create_dir_all(path)?;
}
Ok(Self {
state: Arc::new(RwLock::new(Arc::new(LsmStorageState::create(&options)))),
state_lock: Mutex::new(()),
path: path.to_path_buf(),
block_cache: Arc::new(BlockCache::new(1 << 20)), // 4GB block cache,
next_sst_id: AtomicUsize::new(1),
compaction_controller: match &options.compaction_options {
CompactionOptions::Leveled(options) => {
CompactionController::Leveled(LeveledCompactionController::new(options.clone()))
}
CompactionOptions::Tiered(options) => {
CompactionController::Tiered(TieredCompactionController::new(options.clone()))
}
CompactionOptions::Simple(options) => CompactionController::Simple(
SimpleLeveledCompactionController::new(options.clone()),
),
CompactionOptions::NoCompaction => CompactionController::NoCompaction,
},
options: options.into(),
})
}
/// Get a key from the storage. In day 7, this can be further optimized by using a bloom filter.
pub fn get(&self, key: &[u8]) -> Result<Option<Bytes>> {
let snapshot = {
let guard = self.state.read();
Arc::clone(&guard)
}; // drop global lock here
// Search on the current memtable.
if let Some(value) = snapshot.memtable.get(key) {
if value.is_empty() {
// found tomestone, return key not exists
return Ok(None);
}
return Ok(Some(value));
}
// Search on immutable memtables.
for memtable in snapshot.imm_memtables.iter().rev() {
if let Some(value) = memtable.get(key) {
if value.is_empty() {
// found tomestone, return key not exists
return Ok(None);
}
return Ok(Some(value));
}
}
let mut iters = Vec::with_capacity(snapshot.l0_sstables.len());
for table in snapshot.l0_sstables.iter().rev() {
iters.push(Box::new(SsTableIterator::create_and_seek_to_key(
snapshot.sstables[table].clone(),
key,
)?));
}
let iter = MergeIterator::create(iters);
if iter.is_valid() {
return Ok(Some(Bytes::copy_from_slice(iter.value())));
}
Ok(None)
}
/// Put a key-value pair into the storage by writing into the current memtable.
pub fn put(&self, key: &[u8], value: &[u8]) -> Result<()> {
assert!(!value.is_empty(), "value cannot be empty");
assert!(!key.is_empty(), "key cannot be empty");
let guard = self.state.read();
guard.memtable.put(key, value);
Ok(())
}
/// Remove a key from the storage by writing an empty value.
pub fn delete(&self, key: &[u8]) -> Result<()> {
assert!(!key.is_empty(), "key cannot be empty");
let guard = self.state.read();
guard.memtable.put(key, b"");
Ok(())
}
pub(crate) fn path_of_sst(&self, id: usize) -> PathBuf {
self.path.join(format!("{:05}.sst", id))
}
/// Force freeze the current memetable to an immutable memtable
pub fn force_freeze_memtable(&self) -> Result<()> {
Ok(())
}
/// Force flush the all immutable memtables to disk
pub fn force_flush_imm_memtables(&self) -> Result<()> {
let _flush_lock = self.state_lock.lock();
let flush_memtable;
let sst_id;
// Move mutable memtable to immutable memtables.
{
let mut guard = self.state.write();
// Swap the current memtable with a new one.
let mut snapshot = guard.as_ref().clone();
let memtable = std::mem::replace(&mut snapshot.memtable, Arc::new(MemTable::create()));
flush_memtable = memtable.clone();
sst_id = self.next_sst_id();
// Add the memtable to the immutable memtables.
snapshot.imm_memtables.push(memtable);
// Update the snapshot.
*guard = Arc::new(snapshot);
}
// At this point, the old memtable should be disabled for write, and all write threads
// should be operating on the new memtable. We can safely flush the old memtable to
// disk.
let mut builder = SsTableBuilder::new(4096);
flush_memtable.flush(&mut builder)?;
let sst = Arc::new(builder.build(
sst_id,
Some(self.block_cache.clone()),
self.path_of_sst(sst_id),
)?);
// Add the flushed L0 table to the list.
{
let mut guard = self.state.write();
let mut snapshot = guard.as_ref().clone();
// Remove the memtable from the immutable memtables.
snapshot.imm_memtables.pop();
// Add L0 table
if self.compaction_controller.flush_to_l0() {
// In leveled compaction or no compaction, simply flush to L0
snapshot.l0_sstables.push(sst_id);
} else {
// In tiered compaction, create a new tier
snapshot.levels.insert(0, (sst_id, vec![sst_id]));
}
println!("flushed {}.sst with size={}", sst_id, sst.table_size());
snapshot.sstables.insert(sst_id, sst);
// Update the snapshot.
*guard = Arc::new(snapshot);
}
Ok(())
}
/// Create an iterator over a range of keys.
pub fn scan(
&self,
lower: Bound<&[u8]>,
upper: Bound<&[u8]>,
) -> Result<FusedIterator<LsmIterator>> {
let snapshot = {
let guard = self.state.read();
Arc::clone(&guard)
}; // drop global lock here
let mut memtable_iters = Vec::with_capacity(snapshot.imm_memtables.len() + 1);
memtable_iters.push(Box::new(snapshot.memtable.scan(lower, upper)));
for memtable in snapshot.imm_memtables.iter().rev() {
memtable_iters.push(Box::new(memtable.scan(lower, upper)));
}
let memtable_iter = MergeIterator::create(memtable_iters);
let mut table_iters = Vec::with_capacity(snapshot.l0_sstables.len());
for table_id in snapshot.l0_sstables.iter().rev() {
let table = snapshot.sstables[table_id].clone();
let iter = match lower {
Bound::Included(key) => SsTableIterator::create_and_seek_to_key(table, key)?,
Bound::Excluded(key) => {
let mut iter = SsTableIterator::create_and_seek_to_key(table, key)?;
if iter.is_valid() && iter.key() == key {
iter.next()?;
}
iter
}
Bound::Unbounded => SsTableIterator::create_and_seek_to_first(table)?,
};
table_iters.push(Box::new(iter));
}
let table_iter = MergeIterator::create(table_iters);
let iter = TwoMergeIterator::create(memtable_iter, table_iter)?;
Ok(FusedIterator::new(LsmIterator::new(
iter,
map_bound(upper),
)?))
}
}