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Implement database temp states to reduce memory usage (#1798)
## Issue Addressed Closes #800 Closes #1713 ## Proposed Changes Implement the temporary state storage algorithm described in #800. Specifically: * Add `DBColumn::BeaconStateTemporary`, for storing 0-length temporary marker values. * Store intermediate states immediately as they are created, marked temporary. Delete the temporary flag if the block is processed successfully. * Add a garbage collection process to delete leftover temporary states on start-up. * Bump the database schema version to 2 so that a DB with temporary states can't accidentally be used with older versions of the software. The auto-migration is a no-op, but puts in place some infra that we can use for future migrations (e.g. #1784) ## Additional Info There are two known race conditions, one potentially causing permanent faults (hopefully rare), and the other insignificant. ### Race 1: Permanent state marked temporary EDIT: this has been fixed by the addition of a lock around the relevant critical section There are 2 threads that are trying to store 2 different blocks that share some intermediate states (e.g. they both skip some slots from the current head). Consider this sequence of events: 1. Thread 1 checks if state `s` already exists, and seeing that it doesn't, prepares an atomic commit of `(s, s_temporary_flag)`. 2. Thread 2 does the same, but also gets as far as committing the state txn, finishing the processing of its block, and _deleting_ the temporary flag. 3. Thread 1 is (finally) scheduled again, and marks `s` as temporary with its transaction. 4. a) The process is killed, or thread 1's block fails verification and the temp flag is not deleted. This is a permanent failure! Any attempt to load state `s` will fail... hope it isn't on the main chain! Alternatively (4b) happens... b) Thread 1 finishes, and re-deletes the temporary flag. In this case the failure is transient, state `s` will disappear temporarily, but will come back once thread 1 finishes running. I _hope_ that steps 1-3 only happen very rarely, and 4a even more rarely. It's hard to know This once again begs the question of why we're using LevelDB (#483), when it clearly doesn't care about atomicity! A ham-fisted fix would be to wrap the hot and cold DBs in locks, which would bring us closer to how other DBs handle read-write transactions. E.g. [LMDB only allows one R/W transaction at a time](https://docs.rs/lmdb/0.8.0/lmdb/struct.Environment.html#method.begin_rw_txn). ### Race 2: Temporary state returned from `get_state` I don't think this race really matters, but in `load_hot_state`, if another thread stores a state between when we call `load_state_temporary_flag` and when we call `load_hot_state_summary`, then we could end up returning that state even though it's only a temporary state. I can't think of any case where this would be relevant, and I suspect if it did come up, it would be safe/recoverable (having data is safer than _not_ having data). This could be fixed by using a LevelDB read snapshot, but that would require substantial changes to how we read all our values, so I don't think it's worth it right now.
This commit is contained in:
@@ -5,6 +5,7 @@ use crate::config::StoreConfig;
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use crate::forwards_iter::HybridForwardsBlockRootsIterator;
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use crate::impls::beacon_state::{get_full_state, store_full_state};
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use crate::iter::{ParentRootBlockIterator, StateRootsIterator};
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use crate::leveldb_store::BytesKey;
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use crate::leveldb_store::LevelDB;
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use crate::memory_store::MemoryStore;
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use crate::metadata::{
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@@ -15,6 +16,7 @@ use crate::{
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get_key_for_col, DBColumn, Error, ItemStore, KeyValueStoreOp, PartialBeaconState, StoreItem,
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StoreOp,
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};
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use leveldb::iterator::LevelDBIterator;
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use lru::LruCache;
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use parking_lot::{Mutex, RwLock};
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use slog::{debug, error, info, trace, warn, Logger};
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@@ -46,8 +48,6 @@ pub enum BlockReplay {
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/// intermittent "restore point" states pre-finalization.
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#[derive(Debug)]
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pub struct HotColdDB<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> {
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/// The schema version. Loaded from disk on initialization.
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schema_version: SchemaVersion,
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/// The slot and state root at the point where the database is split between hot and cold.
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///
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/// States with slots less than `split.slot` are in the cold DB, while states with slots
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@@ -73,8 +73,8 @@ pub struct HotColdDB<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> {
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#[derive(Debug, PartialEq)]
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pub enum HotColdDBError {
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UnsupportedSchemaVersion {
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software_version: SchemaVersion,
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disk_version: SchemaVersion,
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target_version: SchemaVersion,
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current_version: SchemaVersion,
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},
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/// Recoverable error indicating that the database freeze point couldn't be updated
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/// due to the finalized block not lying on an epoch boundary (should be infrequent).
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@@ -101,6 +101,9 @@ pub enum HotColdDBError {
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slots_per_epoch: u64,
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},
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RestorePointBlockHashError(BeaconStateError),
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IterationError {
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unexpected_key: BytesKey,
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},
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}
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impl<E: EthSpec> HotColdDB<E, MemoryStore<E>, MemoryStore<E>> {
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@@ -112,7 +115,6 @@ impl<E: EthSpec> HotColdDB<E, MemoryStore<E>, MemoryStore<E>> {
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Self::verify_slots_per_restore_point(config.slots_per_restore_point)?;
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let db = HotColdDB {
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schema_version: CURRENT_SCHEMA_VERSION,
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split: RwLock::new(Split::default()),
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cold_db: MemoryStore::open(),
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hot_db: MemoryStore::open(),
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@@ -141,7 +143,6 @@ impl<E: EthSpec> HotColdDB<E, LevelDB<E>, LevelDB<E>> {
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Self::verify_slots_per_restore_point(config.slots_per_restore_point)?;
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let db = HotColdDB {
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schema_version: CURRENT_SCHEMA_VERSION,
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split: RwLock::new(Split::default()),
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cold_db: LevelDB::open(cold_path)?,
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hot_db: LevelDB::open(hot_path)?,
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@@ -153,15 +154,15 @@ impl<E: EthSpec> HotColdDB<E, LevelDB<E>, LevelDB<E>> {
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};
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// Ensure that the schema version of the on-disk database matches the software.
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// In the future, this would be the spot to hook in auto-migration, etc.
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// If the version is mismatched, an automatic migration will be attempted.
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if let Some(schema_version) = db.load_schema_version()? {
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if schema_version != CURRENT_SCHEMA_VERSION {
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return Err(HotColdDBError::UnsupportedSchemaVersion {
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software_version: CURRENT_SCHEMA_VERSION,
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disk_version: schema_version,
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}
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.into());
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}
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debug!(
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db.log,
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"Attempting schema migration";
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"from_version" => schema_version.as_u64(),
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"to_version" => CURRENT_SCHEMA_VERSION.as_u64(),
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);
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db.migrate_schema(schema_version, CURRENT_SCHEMA_VERSION)?;
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} else {
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db.store_schema_version(CURRENT_SCHEMA_VERSION)?;
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}
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@@ -178,14 +179,41 @@ impl<E: EthSpec> HotColdDB<E, LevelDB<E>, LevelDB<E>> {
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info!(
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db.log,
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"Hot-Cold DB initialized";
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"version" => db.schema_version.0,
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"version" => CURRENT_SCHEMA_VERSION.as_u64(),
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"split_slot" => split.slot,
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"split_state" => format!("{:?}", split.state_root)
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);
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*db.split.write() = split;
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}
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// Finally, run a garbage collection pass.
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db.remove_garbage()?;
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Ok(db)
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}
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/// Return an iterator over the state roots of all temporary states.
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pub fn iter_temporary_state_roots<'a>(
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&'a self,
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) -> impl Iterator<Item = Result<Hash256, Error>> + 'a {
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let column = DBColumn::BeaconStateTemporary;
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let start_key =
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BytesKey::from_vec(get_key_for_col(column.into(), Hash256::zero().as_bytes()));
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let keys_iter = self.hot_db.keys_iter();
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keys_iter.seek(&start_key);
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keys_iter
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.take_while(move |key| key.matches_column(column))
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.map(move |bytes_key| {
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bytes_key.remove_column(column).ok_or_else(|| {
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HotColdDBError::IterationError {
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unexpected_key: bytes_key,
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}
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.into()
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})
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})
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}
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}
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impl<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> HotColdDB<E, Hot, Cold> {
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@@ -391,39 +419,41 @@ impl<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> HotColdDB<E, Hot, Cold>
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let mut key_value_batch = Vec::with_capacity(batch.len());
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for op in batch {
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match op {
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StoreOp::PutBlock(block_hash, block) => {
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let untyped_hash: Hash256 = (*block_hash).into();
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key_value_batch.push(block.as_kv_store_op(untyped_hash));
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StoreOp::PutBlock(block_root, block) => {
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key_value_batch.push(block.as_kv_store_op(*block_root));
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}
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StoreOp::PutState(state_hash, state) => {
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let untyped_hash: Hash256 = (*state_hash).into();
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self.store_hot_state(&untyped_hash, state, &mut key_value_batch)?;
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StoreOp::PutState(state_root, state) => {
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self.store_hot_state(state_root, state, &mut key_value_batch)?;
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}
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StoreOp::PutStateSummary(state_hash, summary) => {
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let untyped_hash: Hash256 = (*state_hash).into();
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key_value_batch.push(summary.as_kv_store_op(untyped_hash));
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StoreOp::PutStateSummary(state_root, summary) => {
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key_value_batch.push(summary.as_kv_store_op(*state_root));
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}
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StoreOp::DeleteBlock(block_hash) => {
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let untyped_hash: Hash256 = (*block_hash).into();
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let key =
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get_key_for_col(DBColumn::BeaconBlock.into(), untyped_hash.as_bytes());
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StoreOp::PutStateTemporaryFlag(state_root) => {
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key_value_batch.push(TemporaryFlag.as_kv_store_op(*state_root));
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}
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StoreOp::DeleteStateTemporaryFlag(state_root) => {
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let db_key =
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get_key_for_col(TemporaryFlag::db_column().into(), state_root.as_bytes());
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key_value_batch.push(KeyValueStoreOp::DeleteKey(db_key));
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}
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StoreOp::DeleteBlock(block_root) => {
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let key = get_key_for_col(DBColumn::BeaconBlock.into(), block_root.as_bytes());
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key_value_batch.push(KeyValueStoreOp::DeleteKey(key));
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}
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StoreOp::DeleteState(state_hash, slot) => {
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let untyped_hash: Hash256 = (*state_hash).into();
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let state_summary_key = get_key_for_col(
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DBColumn::BeaconStateSummary.into(),
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untyped_hash.as_bytes(),
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);
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StoreOp::DeleteState(state_root, slot) => {
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let state_summary_key =
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get_key_for_col(DBColumn::BeaconStateSummary.into(), state_root.as_bytes());
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key_value_batch.push(KeyValueStoreOp::DeleteKey(state_summary_key));
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if *slot % E::slots_per_epoch() == 0 {
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if slot.map_or(true, |slot| slot % E::slots_per_epoch() == 0) {
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let state_key =
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get_key_for_col(DBColumn::BeaconState.into(), untyped_hash.as_bytes());
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get_key_for_col(DBColumn::BeaconState.into(), state_root.as_bytes());
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key_value_batch.push(KeyValueStoreOp::DeleteKey(state_key));
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}
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}
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@@ -440,18 +470,20 @@ impl<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> HotColdDB<E, Hot, Cold>
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for op in &batch {
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match op {
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StoreOp::PutBlock(block_hash, block) => {
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let untyped_hash: Hash256 = (*block_hash).into();
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guard.put(untyped_hash, block.clone());
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StoreOp::PutBlock(block_root, block) => {
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guard.put(*block_root, (**block).clone());
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}
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StoreOp::PutState(_, _) => (),
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StoreOp::PutStateSummary(_, _) => (),
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StoreOp::DeleteBlock(block_hash) => {
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let untyped_hash: Hash256 = (*block_hash).into();
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guard.pop(&untyped_hash);
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StoreOp::PutStateTemporaryFlag(_) => (),
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StoreOp::DeleteStateTemporaryFlag(_) => (),
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StoreOp::DeleteBlock(block_root) => {
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guard.pop(block_root);
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}
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StoreOp::DeleteState(_, _) => (),
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@@ -500,6 +532,12 @@ impl<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> HotColdDB<E, Hot, Cold>
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) -> Result<Option<BeaconState<E>>, Error> {
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metrics::inc_counter(&metrics::BEACON_STATE_HOT_GET_COUNT);
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// If the state is marked as temporary, do not return it. It will become visible
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// only once its transaction commits and deletes its temporary flag.
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if self.load_state_temporary_flag(state_root)?.is_some() {
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return Ok(None);
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}
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if let Some(HotStateSummary {
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slot,
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latest_block_root,
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@@ -785,7 +823,7 @@ impl<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> HotColdDB<E, Hot, Cold>
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}
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/// Store the database schema version.
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fn store_schema_version(&self, schema_version: SchemaVersion) -> Result<(), Error> {
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pub(crate) fn store_schema_version(&self, schema_version: SchemaVersion) -> Result<(), Error> {
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self.hot_db.put(&SCHEMA_VERSION_KEY, &schema_version)
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}
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@@ -846,6 +884,17 @@ impl<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>> HotColdDB<E, Hot, Cold>
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self.hot_db.get(state_root)
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}
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/// Load the temporary flag for a state root, if one exists.
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///
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/// Returns `Some` if the state is temporary, or `None` if the state is permanent or does not
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/// exist -- you should call `load_hot_state_summary` to find out which.
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pub fn load_state_temporary_flag(
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&self,
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state_root: &Hash256,
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) -> Result<Option<TemporaryFlag>, Error> {
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self.hot_db.get(state_root)
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}
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/// Check that the restore point frequency is valid.
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///
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/// Specifically, check that it is:
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@@ -937,7 +986,7 @@ pub fn migrate_database<E: EthSpec, Hot: ItemStore<E>, Cold: ItemStore<E>>(
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store.cold_db.do_atomically(cold_db_ops)?;
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// Delete the old summary, and the full state if we lie on an epoch boundary.
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hot_db_ops.push(StoreOp::DeleteState(state_root.into(), slot));
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hot_db_ops.push(StoreOp::DeleteState(state_root, Some(slot)));
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}
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// Warning: Critical section. We have to take care not to put any of the two databases in an
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@@ -1107,3 +1156,20 @@ impl StoreItem for RestorePointHash {
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Ok(Self::from_ssz_bytes(bytes)?)
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}
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}
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#[derive(Debug, Clone, Copy, Default)]
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pub struct TemporaryFlag;
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impl StoreItem for TemporaryFlag {
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fn db_column() -> DBColumn {
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DBColumn::BeaconStateTemporary
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}
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fn as_store_bytes(&self) -> Vec<u8> {
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vec![]
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}
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fn from_store_bytes(_: &[u8]) -> Result<Self, Error> {
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Ok(TemporaryFlag)
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}
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}
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