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mini_lsm/mini-lsm/src/compact/leveled.rs

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Rust
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use std::collections::HashSet;
use serde::{Deserialize, Serialize};
use crate::lsm_storage::LsmStorageState;
#[derive(Debug, Serialize, Deserialize)]
pub struct LeveledCompactionTask {
// if upper_level is `None`, then it is L0 compaction
pub upper_level: Option<usize>,
pub upper_level_sst_ids: Vec<usize>,
pub lower_level: usize,
pub lower_level_sst_ids: Vec<usize>,
pub is_lower_level_bottom_level: bool,
}
#[derive(Debug, Clone)]
pub struct LeveledCompactionOptions {
pub level_size_multiplier: usize,
pub level0_file_num_compaction_trigger: usize,
pub max_levels: usize,
pub base_level_size_mb: usize,
}
pub struct LeveledCompactionController {
options: LeveledCompactionOptions,
}
impl LeveledCompactionController {
pub fn new(options: LeveledCompactionOptions) -> Self {
Self { options }
}
fn find_overlapping_ssts(
&self,
snapshot: &LsmStorageState,
sst_ids: &[usize],
in_level: usize,
) -> Vec<usize> {
let begin_key = sst_ids
.iter()
.map(|id| snapshot.sstables[id].first_key())
.min()
.cloned()
.unwrap();
let end_key = sst_ids
.iter()
.map(|id| snapshot.sstables[id].last_key())
.max()
.cloned()
.unwrap();
let mut overlap_ssts = Vec::new();
for sst_id in &snapshot.levels[in_level - 1].1 {
let sst = &snapshot.sstables[sst_id];
let first_key = sst.first_key();
let last_key = sst.last_key();
if !(last_key < &begin_key || first_key > &end_key) {
overlap_ssts.push(*sst_id);
}
}
overlap_ssts
}
pub fn generate_compaction_task(
&self,
snapshot: &LsmStorageState,
) -> Option<LeveledCompactionTask> {
// step 1: compute target level size
let mut target_level_size = (0..self.options.max_levels).map(|_| 0).collect::<Vec<_>>(); // exclude level 0
let mut real_level_size = Vec::with_capacity(self.options.max_levels);
let mut base_level = self.options.max_levels;
for i in 0..self.options.max_levels {
real_level_size.push(
snapshot.levels[i]
.1
.iter()
.map(|x| snapshot.sstables.get(x).unwrap().table_size())
.sum::<u64>() as usize,
);
}
let base_level_size_bytes = self.options.base_level_size_mb * 1024 * 1024;
// select base level and compute target level size
target_level_size[self.options.max_levels - 1] =
real_level_size[self.options.max_levels - 1].max(base_level_size_bytes);
for i in (0..(self.options.max_levels - 1)).rev() {
let next_level_size = target_level_size[i + 1];
let this_level_size = next_level_size / self.options.level_size_multiplier;
if next_level_size > base_level_size_bytes {
target_level_size[i] = this_level_size;
}
if target_level_size[i] > 0 {
base_level = i + 1;
}
}
// Flush L0 SST is the top priority
if snapshot.l0_sstables.len() >= self.options.level0_file_num_compaction_trigger {
println!("flush L0 SST to base level {}", base_level);
return Some(LeveledCompactionTask {
upper_level: None,
upper_level_sst_ids: snapshot.l0_sstables.clone(),
lower_level: base_level,
lower_level_sst_ids: self.find_overlapping_ssts(
snapshot,
&snapshot.l0_sstables,
base_level,
),
is_lower_level_bottom_level: base_level == self.options.max_levels,
});
}
let mut priorities = Vec::with_capacity(self.options.max_levels);
for level in 0..self.options.max_levels {
let prio = real_level_size[level] as f64 / target_level_size[level] as f64;
if prio > 1.0 {
priorities.push((prio, level + 1));
}
}
priorities.sort_by(|a, b| a.partial_cmp(b).unwrap().reverse());
let priority = priorities.first();
if let Some((_, level)) = priority {
println!(
"target level sizes: {:?}, real level sizes: {:?}, base_level: {}",
target_level_size
.iter()
.map(|x| format!("{}MB", x / 1024 / 1024))
.collect::<Vec<_>>(),
real_level_size
.iter()
.map(|x| format!("{}MB", x / 1024 / 1024))
.collect::<Vec<_>>(),
base_level,
);
let level = *level;
let selected_sst = snapshot.levels[level - 1].1.iter().min().copied().unwrap(); // select the oldest sst to compact
println!(
"compaction triggered by priority: {level} out of {:?}, select {selected_sst} for compaction",
priorities
);
return Some(LeveledCompactionTask {
upper_level: Some(level),
upper_level_sst_ids: vec![selected_sst],
lower_level: level + 1,
lower_level_sst_ids: self.find_overlapping_ssts(
snapshot,
&[selected_sst],
level + 1,
),
is_lower_level_bottom_level: level + 1 == self.options.max_levels,
});
}
None
}
pub fn apply_compaction_result(
&self,
snapshot: &LsmStorageState,
task: &LeveledCompactionTask,
output: &[usize],
) -> (LsmStorageState, Vec<usize>) {
let mut snapshot = snapshot.clone();
let mut files_to_remove = Vec::new();
let mut upper_level_sst_ids_set = task
.upper_level_sst_ids
.iter()
.copied()
.collect::<HashSet<_>>();
let mut lower_level_sst_ids_set = task
.lower_level_sst_ids
.iter()
.copied()
.collect::<HashSet<_>>();
if let Some(upper_level) = task.upper_level {
let new_upper_level_ssts = snapshot.levels[upper_level - 1]
.1
.iter()
.filter_map(|x| {
if upper_level_sst_ids_set.remove(x) {
return None;
}
Some(*x)
})
.collect::<Vec<_>>();
assert!(upper_level_sst_ids_set.is_empty());
snapshot.levels[upper_level - 1].1 = new_upper_level_ssts;
} else {
let new_l0_ssts = snapshot
.l0_sstables
.iter()
.filter_map(|x| {
if upper_level_sst_ids_set.remove(x) {
return None;
}
Some(*x)
})
.collect::<Vec<_>>();
assert!(upper_level_sst_ids_set.is_empty());
snapshot.l0_sstables = new_l0_ssts;
}
files_to_remove.extend(&task.upper_level_sst_ids);
files_to_remove.extend(&task.lower_level_sst_ids);
let mut new_lower_level_ssts = snapshot.levels[task.lower_level - 1]
.1
.iter()
.filter_map(|x| {
if lower_level_sst_ids_set.remove(x) {
return None;
}
Some(*x)
})
.collect::<Vec<_>>();
assert!(lower_level_sst_ids_set.is_empty());
new_lower_level_ssts.extend(output);
new_lower_level_ssts.sort_by(|x, y| {
snapshot
.sstables
.get(x)
.unwrap()
.first_key()
.cmp(snapshot.sstables.get(y).unwrap().first_key())
});
snapshot.levels[task.lower_level - 1].1 = new_lower_level_ssts;
(snapshot, files_to_remove)
}
}