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// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Use of this software is governed by the Business Source License
// included in the LICENSE file.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0.
//! Implementation of persist command application.
use std::collections::BTreeMap;
use std::fmt::Debug;
use std::ops::ControlFlow::{self, Break, Continue};
use std::sync::Arc;
use std::time::Instant;
use differential_dataflow::difference::Semigroup;
use differential_dataflow::lattice::Lattice;
use mz_ore::cast::CastFrom;
use mz_persist::location::{CaSResult, Indeterminate, SeqNo, VersionedData};
use mz_persist_types::schema::SchemaId;
use mz_persist_types::{Codec, Codec64};
use timely::progress::{Antichain, Timestamp};
use tracing::debug;
use crate::cache::{LockingTypedState, StateCache};
use crate::error::{CodecMismatch, InvalidUsage};
use crate::internal::gc::GcReq;
use crate::internal::maintenance::RoutineMaintenance;
use crate::internal::metrics::{CmdMetrics, Metrics, ShardMetrics};
use crate::internal::paths::{PartialRollupKey, RollupId};
use crate::internal::state::{
EncodedSchemas, ExpiryMetrics, HollowBatch, Since, SnapshotErr, StateCollections, TypedState,
Upper, ROLLUP_THRESHOLD,
};
use crate::internal::state_diff::StateDiff;
use crate::internal::state_versions::{EncodedRollup, StateVersions};
use crate::internal::trace::FueledMergeReq;
use crate::internal::watch::StateWatch;
use crate::rpc::{PubSubSender, PUBSUB_PUSH_DIFF_ENABLED};
use crate::schema::SchemaCache;
use crate::{Diagnostics, PersistConfig, ShardId};
/// An applier of persist commands.
///
/// This struct exists mainly to allow us to very narrowly bound the surface
/// area that directly interacts with state.
#[derive(Debug)]
pub struct Applier<K, V, T, D> {
pub(crate) cfg: PersistConfig,
pub(crate) metrics: Arc<Metrics>,
pub(crate) shard_metrics: Arc<ShardMetrics>,
pub(crate) state_versions: Arc<StateVersions>,
shared_states: Arc<StateCache>,
pubsub_sender: Arc<dyn PubSubSender>,
pub(crate) shard_id: ShardId,
// Access to the shard's state, shared across all handles created by the same
// PersistClientCache. The state is wrapped in LockingTypedState, disallowing
// access across await points. Access should be always be kept brief, and it
// is expected that other handles may advance the state at any time this Applier
// is not holding the lock.
//
// NB: This is very intentionally not pub(crate) so that it's easy to reason
// very locally about the duration of locks.
state: Arc<LockingTypedState<K, V, T, D>>,
}
// Impl Clone regardless of the type params.
impl<K, V, T: Clone, D> Clone for Applier<K, V, T, D> {
fn clone(&self) -> Self {
Self {
cfg: self.cfg.clone(),
metrics: Arc::clone(&self.metrics),
shard_metrics: Arc::clone(&self.shard_metrics),
state_versions: Arc::clone(&self.state_versions),
shared_states: Arc::clone(&self.shared_states),
pubsub_sender: Arc::clone(&self.pubsub_sender),
shard_id: self.shard_id,
state: Arc::clone(&self.state),
}
}
}
impl<K, V, T, D> Applier<K, V, T, D>
where
K: Debug + Codec,
V: Debug + Codec,
T: Timestamp + Lattice + Codec64 + Sync,
D: Semigroup + Codec64,
{
pub async fn new(
cfg: PersistConfig,
shard_id: ShardId,
metrics: Arc<Metrics>,
state_versions: Arc<StateVersions>,
shared_states: Arc<StateCache>,
pubsub_sender: Arc<dyn PubSubSender>,
diagnostics: Diagnostics,
) -> Result<Self, Box<CodecMismatch>> {
let shard_metrics = metrics.shards.shard(&shard_id, &diagnostics.shard_name);
let state = shared_states
.get::<K, V, T, D, _, _>(
shard_id,
|| {
metrics.cmds.init_state.run_cmd(&shard_metrics, || {
state_versions.maybe_init_shard(&shard_metrics)
})
},
&diagnostics,
)
.await?;
let ret = Applier {
cfg,
metrics,
shard_metrics,
state_versions,
shared_states,
pubsub_sender,
shard_id,
state,
};
Ok(ret)
}
/// Returns a new [StateWatch] for changes to this Applier's State.
pub fn watch(&self) -> StateWatch<K, V, T, D> {
StateWatch::new(Arc::clone(&self.state), Arc::clone(&self.metrics))
}
/// Fetches the latest state from Consensus and passes its `upper` to the provided closure.
pub async fn fetch_upper<R, F: FnMut(&Antichain<T>) -> R>(&self, mut f: F) -> R {
self.metrics.cmds.fetch_upper_count.inc();
self.fetch_and_update_state(None).await;
self.upper(|_seqno, upper| f(upper))
}
/// A point-in-time read/clone of `upper` from the current state.
///
/// Due to sharing state with other handles, successive reads to this fn or any other may
/// see a different version of state, even if this Applier has not explicitly fetched and
/// updated to the latest state. Successive calls will always return values such that
/// `PartialOrder::less_equal(call1, call2)` hold true.
pub fn clone_upper(&self) -> Antichain<T> {
self.upper(|_seqno, upper| upper.clone())
}
pub(crate) fn upper<R, F: FnMut(SeqNo, &Antichain<T>) -> R>(&self, mut f: F) -> R {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, move |state| {
f(state.seqno, state.upper())
})
}
pub(crate) fn schemas<R>(
&self,
mut f: impl FnMut(SeqNo, &BTreeMap<SchemaId, EncodedSchemas>) -> R,
) -> R {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, move |state| {
f(state.seqno, &state.collections.schemas)
})
}
pub(crate) fn schema_cache(&self) -> SchemaCache<K, V, T, D> {
SchemaCache::new(self.state.schema_cache(), self.clone())
}
/// A point-in-time read of `since` from the current state.
///
/// Due to sharing state with other handles, successive reads to this fn or any other may
/// see a different version of state, even if this Applier has not explicitly fetched and
/// updated to the latest state. Successive calls will always return values such that
/// `PartialOrder::less_equal(call1, call2)` hold true.
#[cfg(test)]
pub fn since(&self) -> Antichain<T> {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, |state| {
state.since().clone()
})
}
/// A point-in-time read of `seqno` from the current state.
///
/// Due to sharing state with other handles, successive reads to this fn or any other may
/// see a different version of state, even if this Applier has not explicitly fetched and
/// updated to the latest state. Successive calls will always return values such that
/// `call1 <= call2` hold true.
pub fn seqno(&self) -> SeqNo {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, |state| {
state.seqno
})
}
/// A point-in-time read of `seqno_since` from the current state.
///
/// Due to sharing state with other handles, successive reads to this fn or any other may
/// see a different version of state, even if this Applier has not explicitly fetched and
/// updated to the latest state. Successive calls will always return values such that
/// `call1 <= call2` hold true.
pub fn seqno_since(&self) -> SeqNo {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, |state| {
state.seqno_since()
})
}
/// A point-in-time read from the current state. (We declare a shard 'finalized' if it's
/// both become an unreadable tombstone and the state itself is has been emptied out.)
///
/// Due to sharing state with other handles, successive reads to this fn or any other may
/// see a different version of state, even if this Applier has not explicitly fetched and
/// updated to the latest state. Once this fn returns true, it will always return true.
pub fn is_finalized(&self) -> bool {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, |state| {
state.collections.is_tombstone() && state.collections.is_single_empty_batch()
})
}
/// See [crate::PersistClient::get_schema].
pub fn get_schema(&self, schema_id: SchemaId) -> Option<(K::Schema, V::Schema)> {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, |state| {
let x = state.collections.schemas.get(&schema_id)?;
Some((K::decode_schema(&x.key), V::decode_schema(&x.val)))
})
}
/// See [crate::PersistClient::latest_schema].
pub fn latest_schema(&self) -> Option<(SchemaId, K::Schema, V::Schema)> {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, |state| {
let (id, x) = state.collections.schemas.last_key_value()?;
Some((*id, K::decode_schema(&x.key), V::decode_schema(&x.val)))
})
}
/// Returns whether the current's state `since` and `upper` are both empty.
///
/// Due to sharing state with other handles, successive reads to this fn or any other may
/// see a different version of state, even if this Applier has not explicitly fetched and
/// updated to the latest state. Once this fn returns true, it will always return true.
pub fn check_since_upper_both_empty(&self) -> Result<(), InvalidUsage<T>> {
self.state
.read_lock(&self.metrics.locks.applier_read_cacheable, |state| {
if state.since().is_empty() && state.upper().is_empty() {
Ok(())
} else {
Err(InvalidUsage::FinalizationError {
since: state.since().clone(),
upper: state.upper().clone(),
})
}
})
}
/// Returns all rollups that are <= the given `seqno`.
///
/// Due to sharing state with other handles, successive reads to this fn or any other may
/// see a different version of state, even if this Applier has not explicitly fetched and
/// updated to the latest state.
pub fn rollups_lte_seqno(&self, seqno: SeqNo) -> Vec<(SeqNo, PartialRollupKey)> {
self.state
.read_lock(&self.metrics.locks.applier_read_noncacheable, |state| {
state
.collections
.rollups
.range(..=seqno)
.map(|(seqno, rollup)| (*seqno, rollup.key.clone()))
.collect::<Vec<(SeqNo, PartialRollupKey)>>()
})
}
pub fn all_fueled_merge_reqs(&self) -> Vec<FueledMergeReq<T>> {
self.state
.read_lock(&self.metrics.locks.applier_read_noncacheable, |state| {
state
.collections
.trace
.fueled_merge_reqs_before_ms(u64::MAX, None)
.collect()
})
}
pub fn snapshot(&self, as_of: &Antichain<T>) -> Result<Vec<HollowBatch<T>>, SnapshotErr<T>> {
self.state
.read_lock(&self.metrics.locks.applier_read_noncacheable, |state| {
state.snapshot(as_of)
})
}
pub fn all_batches(&self) -> Vec<HollowBatch<T>> {
self.state
.read_lock(&self.metrics.locks.applier_read_noncacheable, |state| {
state.state.collections.trace.batches().cloned().collect()
})
}
pub fn verify_listen(&self, as_of: &Antichain<T>) -> Result<Result<(), Upper<T>>, Since<T>> {
self.state
.read_lock(&self.metrics.locks.applier_read_noncacheable, |state| {
state.verify_listen(as_of)
})
}
pub fn next_listen_batch(&self, frontier: &Antichain<T>) -> Result<HollowBatch<T>, SeqNo> {
self.state
.read_lock(&self.metrics.locks.applier_read_noncacheable, |state| {
state.next_listen_batch(frontier)
})
}
pub async fn write_rollup_for_state(&self) -> Option<EncodedRollup> {
let state = self
.state
.read_lock(&self.metrics.locks.applier_read_noncacheable, |state| {
state.clone_for_rollup()
});
self.state_versions
.write_rollup_for_state(self.shard_metrics.as_ref(), state, &RollupId::new())
.await
}
pub async fn apply_unbatched_cmd<
R,
E,
WorkFn: FnMut(SeqNo, &PersistConfig, &mut StateCollections<T>) -> ControlFlow<E, R>,
>(
&self,
cmd: &CmdMetrics,
mut work_fn: WorkFn,
) -> Result<(SeqNo, Result<R, E>, RoutineMaintenance), Indeterminate> {
loop {
cmd.started.inc();
let now = Instant::now();
let ret = Self::apply_unbatched_cmd_locked(
&self.state,
cmd,
&mut work_fn,
&self.cfg,
&self.metrics,
&self.shard_metrics,
&self.state_versions,
)
.await;
cmd.seconds.inc_by(now.elapsed().as_secs_f64());
match ret {
ApplyCmdResult::Committed((diff, new_state, res, maintenance)) => {
cmd.succeeded.inc();
self.shard_metrics.cmd_succeeded.inc();
self.update_state(new_state);
if PUBSUB_PUSH_DIFF_ENABLED.get(&self.cfg) {
self.pubsub_sender.push_diff(&self.shard_id, &diff);
}
return Ok((diff.seqno, Ok(res), maintenance));
}
ApplyCmdResult::SkippedStateTransition((seqno, err, maintenance)) => {
cmd.succeeded.inc();
self.shard_metrics.cmd_succeeded.inc();
return Ok((seqno, Err(err), maintenance));
}
ApplyCmdResult::Indeterminate(err) => {
cmd.failed.inc();
return Err(err);
}
ApplyCmdResult::ExpectationMismatch(seqno) => {
cmd.cas_mismatch.inc();
self.fetch_and_update_state(Some(seqno)).await;
}
}
}
}
// work_fn fails to compile without mut, false positive
#[allow(clippy::needless_pass_by_ref_mut)]
async fn apply_unbatched_cmd_locked<
R,
E,
WorkFn: FnMut(SeqNo, &PersistConfig, &mut StateCollections<T>) -> ControlFlow<E, R>,
>(
state: &LockingTypedState<K, V, T, D>,
cmd: &CmdMetrics,
work_fn: &mut WorkFn,
cfg: &PersistConfig,
metrics: &Metrics,
shard_metrics: &ShardMetrics,
state_versions: &StateVersions,
) -> ApplyCmdResult<K, V, T, D, R, E> {
let computed_next_state = state
.read_lock(&metrics.locks.applier_read_noncacheable, |state| {
Self::compute_next_state_locked(state, work_fn, metrics, cmd, cfg)
});
let next_state = match computed_next_state {
Ok(x) => x,
Err((seqno, err)) => {
return ApplyCmdResult::SkippedStateTransition((
seqno,
err,
RoutineMaintenance::default(),
))
}
};
let NextState {
expected,
diff,
state,
expiry_metrics,
garbage_collection,
write_rollup,
work_ret,
} = next_state;
// SUBTLE! Unlike the other consensus and blob uses, we can't
// automatically retry indeterminate ExternalErrors here. However,
// if the state change itself is _idempotent_, then we're free to
// retry even indeterminate errors. See
// [Self::apply_unbatched_idempotent_cmd].
let cas_res = state_versions
.try_compare_and_set_current(&cmd.name, shard_metrics, Some(expected), &state, &diff)
.await;
match cas_res {
Ok((CaSResult::Committed, diff)) => {
assert!(
expected <= state.seqno,
"state seqno regressed: {} vs {}",
expected,
state.seqno
);
metrics
.lease
.timeout_read
.inc_by(u64::cast_from(expiry_metrics.readers_expired));
metrics
.state
.writer_removed
.inc_by(u64::cast_from(expiry_metrics.writers_expired));
if let Some(gc) = garbage_collection.as_ref() {
debug!("Assigned gc request: {:?}", gc);
}
let maintenance = RoutineMaintenance {
garbage_collection,
write_rollup,
};
ApplyCmdResult::Committed((diff, state, work_ret, maintenance))
}
Ok((CaSResult::ExpectationMismatch, _diff)) => {
ApplyCmdResult::ExpectationMismatch(expected)
}
Err(err) => ApplyCmdResult::Indeterminate(err),
}
}
fn compute_next_state_locked<
R,
E,
WorkFn: FnMut(SeqNo, &PersistConfig, &mut StateCollections<T>) -> ControlFlow<E, R>,
>(
state: &TypedState<K, V, T, D>,
work_fn: &mut WorkFn,
metrics: &Metrics,
cmd: &CmdMetrics,
cfg: &PersistConfig,
) -> Result<NextState<K, V, T, D, R>, (SeqNo, E)> {
let is_write = cmd.name == metrics.cmds.compare_and_append.name;
let is_rollup = cmd.name == metrics.cmds.add_rollup.name;
let is_become_tombstone = cmd.name == metrics.cmds.become_tombstone.name;
let expected = state.seqno;
let was_tombstone_before = state.collections.is_tombstone();
let (work_ret, mut new_state) = match state.clone_apply(cfg, work_fn) {
Continue(x) => x,
Break(err) => {
return Err((expected, err));
}
};
let expiry_metrics = new_state.expire_at((cfg.now)());
new_state.state.collections.trace.roundtrip_structure = true;
// Sanity check that all state transitions have special case for
// being a tombstone. The ones that do will return a Break and
// return out of this method above. The one exception is adding
// a rollup, because we want to be able to add a rollup for the
// tombstone state.
//
// TODO: Even better would be to write the rollup in the
// tombstone transition so it's a single terminal state
// transition, but it'll be tricky to get right.
if was_tombstone_before && !(is_rollup || is_become_tombstone) {
panic!(
"cmd {} unexpectedly tried to commit a new state on a tombstone: {:?}",
cmd.name, state
);
}
let write_rollup = new_state.need_rollup(ROLLUP_THRESHOLD.get(cfg));
// Find out if this command has been selected to perform gc, so
// that it will fire off a background request to the
// GarbageCollector to delete eligible blobs and truncate the
// state history. This is dependant both on `maybe_gc` returning
// Some _and_ on this state being successfully compare_and_set.
//
// NB: Make sure this overwrites `garbage_collection` on every
// run though the loop (i.e. no `if let Some` here). When we
// lose a CaS race, we might discover that the winner got
// assigned the gc.
let garbage_collection = new_state.maybe_gc(is_write);
// NB: Make sure this is the very last thing before the
// `try_compare_and_set_current` call. (In particular, it needs
// to come after anything that might modify new_state, such as
// `maybe_gc`.)
let diff = StateDiff::from_diff(&state.state, &new_state);
// Sanity check that our diff logic roundtrips and adds back up
// correctly.
#[cfg(any(test, debug_assertions))]
{
if let Err(err) = StateDiff::validate_roundtrip(metrics, state, &diff, &new_state) {
panic!("validate_roundtrips failed: {}", err);
}
}
Ok(NextState {
expected,
diff,
state: new_state,
expiry_metrics,
garbage_collection,
write_rollup,
work_ret,
})
}
pub fn update_state(&self, new_state: TypedState<K, V, T, D>) {
let (seqno_before, seqno_after) =
self.state
.write_lock(&self.metrics.locks.applier_write, |state| {
let seqno_before = state.seqno;
if seqno_before < new_state.seqno {
*state = new_state;
}
let seqno_after = state.seqno;
(seqno_before, seqno_after)
});
assert!(
seqno_before <= seqno_after,
"state seqno regressed: {} vs {}",
seqno_before,
seqno_after
);
}
/// Fetches and updates to the latest state. Uses an optional hint to early-out if
/// any more recent version of state is observed (e.g. updated by another handle),
/// without making any calls to Consensus or Blob.
pub async fn fetch_and_update_state(&self, seqno_hint: Option<SeqNo>) {
let current_seqno = self.seqno();
let seqno_before = match seqno_hint {
None => current_seqno,
Some(hint) => {
// state is already more recent than our hint due to
// advancement by another handle to the same shard.
if hint < current_seqno {
self.metrics.state.update_state_noop_path.inc();
return;
}
current_seqno
}
};
let diffs_to_current = self
.state_versions
.fetch_all_live_diffs_gt_seqno::<K, V, T, D>(&self.shard_id, seqno_before)
.await;
// no new diffs past our current seqno, nothing to do
if diffs_to_current.is_empty() {
self.metrics.state.update_state_empty_path.inc();
return;
}
let new_seqno = self
.state
.write_lock(&self.metrics.locks.applier_write, |state| {
state.apply_encoded_diffs(&self.cfg, &self.metrics, &diffs_to_current);
state.seqno
});
assert!(
seqno_before <= new_seqno,
"state seqno regressed: {} vs {}",
seqno_before,
new_seqno
);
// whether the seqno advanced from diffs and/or because another handle
// already updated it, we can assume it is now up-to-date
if seqno_before < new_seqno {
self.metrics.state.update_state_fast_path.inc();
return;
}
// our state is so old there aren't any diffs we can use to
// catch up directly. fall back to fully refetching state.
// we can reuse the recent diffs we already have as a hint.
let new_state = self
.state_versions
.fetch_current_state(&self.shard_id, diffs_to_current)
.await
.check_codecs::<K, V, D>(&self.shard_id)
.expect("shard codecs should not change");
let new_seqno = self
.state
.write_lock(&self.metrics.locks.applier_write, |state| {
if state.seqno < new_state.seqno {
*state = new_state;
}
state.seqno
});
self.metrics.state.update_state_slow_path.inc();
assert!(
seqno_before <= new_seqno,
"state seqno regressed: {} vs {}",
seqno_before,
new_seqno
);
}
}
enum ApplyCmdResult<K, V, T, D, R, E> {
Committed((VersionedData, TypedState<K, V, T, D>, R, RoutineMaintenance)),
SkippedStateTransition((SeqNo, E, RoutineMaintenance)),
Indeterminate(Indeterminate),
ExpectationMismatch(SeqNo),
}
struct NextState<K, V, T, D, R> {
expected: SeqNo,
diff: StateDiff<T>,
state: TypedState<K, V, T, D>,
expiry_metrics: ExpiryMetrics,
write_rollup: Option<SeqNo>,
garbage_collection: Option<GcReq>,
work_ret: R,
}