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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.
//! An abstraction for dealing with storage collections.
use std::collections::{BTreeMap, BTreeSet};
use std::fmt::Debug;
use std::num::NonZeroI64;
use std::sync::{Arc, Mutex};
use std::time::Duration;
use async_trait::async_trait;
use differential_dataflow::lattice::Lattice;
use futures::future::BoxFuture;
use futures::stream::FuturesUnordered;
use futures::{Future, FutureExt, StreamExt};
use itertools::Itertools;
use mz_ore::collections::CollectionExt;
use mz_ore::metrics::MetricsRegistry;
use mz_ore::now::{EpochMillis, NowFn};
use mz_ore::task::AbortOnDropHandle;
use mz_ore::{assert_none, instrument, soft_assert_or_log};
use mz_persist_client::cache::PersistClientCache;
use mz_persist_client::cfg::USE_CRITICAL_SINCE_SNAPSHOT;
use mz_persist_client::critical::SinceHandle;
use mz_persist_client::read::ReadHandle;
use mz_persist_client::stats::{SnapshotPartsStats, SnapshotStats};
use mz_persist_client::write::WriteHandle;
use mz_persist_client::{Diagnostics, PersistClient, PersistLocation, ShardId};
use mz_persist_types::codec_impls::UnitSchema;
use mz_persist_types::txn::TxnsCodec;
use mz_persist_types::Codec64;
use mz_repr::{Diff, GlobalId, RelationDesc, TimestampManipulation};
use mz_storage_types::configuration::StorageConfiguration;
use mz_storage_types::connections::inline::InlinedConnection;
use mz_storage_types::connections::ConnectionContext;
use mz_storage_types::controller::{CollectionMetadata, StorageError, TxnsCodecRow};
use mz_storage_types::dyncfgs::STORAGE_DOWNGRADE_SINCE_DURING_FINALIZATION;
use mz_storage_types::parameters::StorageParameters;
use mz_storage_types::read_holds::{ReadHold, ReadHoldError};
use mz_storage_types::read_policy::ReadPolicy;
use mz_storage_types::sources::{
GenericSourceConnection, IngestionDescription, SourceData, SourceDesc, SourceEnvelope,
SourceExport, SourceExportDataConfig, Timeline,
};
use mz_storage_types::time_dependence::{TimeDependence, TimeDependenceError};
use mz_txn_wal::metrics::Metrics as TxnMetrics;
use mz_txn_wal::txn_read::{DataSnapshot, TxnsRead};
use mz_txn_wal::txns::TxnsHandle;
use timely::order::TotalOrder;
use timely::progress::frontier::MutableAntichain;
use timely::progress::{Antichain, ChangeBatch, Timestamp as TimelyTimestamp};
use timely::PartialOrder;
use tokio::sync::{mpsc, oneshot};
use tokio::time::MissedTickBehavior;
use tracing::{debug, info, trace, warn};
use crate::controller::{
CollectionDescription, DataSource, PersistEpoch, StorageMetadata, StorageTxn,
};
use crate::storage_collections::metrics::{ShardIdSet, StorageCollectionsMetrics};
mod metrics;
/// An abstraction for keeping track of storage collections and managing access
/// to them.
///
/// Responsibilities:
///
/// - Keeps a critical persist handle for holding the since of collections
/// where it need to be.
///
/// - Drives the since forward based on the upper of a collection and a
/// [ReadPolicy].
///
/// - Hands out [ReadHolds](ReadHold) that prevent a collection's since from
/// advancing while it needs to be read at a specific time.
#[async_trait]
pub trait StorageCollections: Debug {
type Timestamp: TimelyTimestamp;
/// On boot, reconcile this [StorageCollections] with outside state. We get
/// a [StorageTxn] where we can record any durable state that we need.
///
/// We get `init_ids`, which tells us about all collections that currently
/// exist, so that we can record durable state for those that _we_ don't
/// know yet about.
///
/// We also get `drop_ids`, which tells us about all collections that we
/// might have known about before and have now been dropped.
async fn initialize_state(
&self,
txn: &mut (dyn StorageTxn<Self::Timestamp> + Send),
init_ids: BTreeSet<GlobalId>,
drop_ids: BTreeSet<GlobalId>,
) -> Result<(), StorageError<Self::Timestamp>>;
/// Update storage configuration with new parameters.
fn update_parameters(&self, config_params: StorageParameters);
/// Returns the [CollectionMetadata] of the collection identified by `id`.
fn collection_metadata(
&self,
id: GlobalId,
) -> Result<CollectionMetadata, StorageError<Self::Timestamp>>;
/// Acquire an iterator over [CollectionMetadata] for all active
/// collections.
///
/// A collection is "active" when it has a non empty frontier of read
/// capabilties.
fn active_collection_metadatas(&self) -> Vec<(GlobalId, CollectionMetadata)>;
/// Returns the frontiers of the identified collection.
fn collection_frontiers(
&self,
id: GlobalId,
) -> Result<CollectionFrontiers<Self::Timestamp>, StorageError<Self::Timestamp>> {
let frontiers = self
.collections_frontiers(vec![id])?
.expect_element(|| "known to exist");
Ok(frontiers)
}
/// Atomically gets and returns the frontiers of all the identified
/// collections.
fn collections_frontiers(
&self,
id: Vec<GlobalId>,
) -> Result<Vec<CollectionFrontiers<Self::Timestamp>>, StorageError<Self::Timestamp>>;
/// Atomically gets and returns the frontiers of all active collections.
///
/// A collection is "active" when it has a non empty frontier of read
/// capabilties.
fn active_collection_frontiers(&self) -> Vec<CollectionFrontiers<Self::Timestamp>>;
/// Checks whether a collection exists under the given `GlobalId`. Returns
/// an error if the collection does not exist.
fn check_exists(&self, id: GlobalId) -> Result<(), StorageError<Self::Timestamp>>;
/// Returns aggregate statistics about the contents of the local input named
/// `id` at `as_of`.
async fn snapshot_stats(
&self,
id: GlobalId,
as_of: Antichain<Self::Timestamp>,
) -> Result<SnapshotStats, StorageError<Self::Timestamp>>;
/// Returns aggregate statistics about the contents of the local input named
/// `id` at `as_of`.
///
/// Note that this async function itself returns a future. We may
/// need to block on the stats being available, but don't want to hold a reference
/// to the controller for too long... so the outer future holds a reference to the
/// controller but returns quickly, and the inner future is slow but does not
/// reference the controller.
async fn snapshot_parts_stats(
&self,
id: GlobalId,
as_of: Antichain<Self::Timestamp>,
) -> BoxFuture<'static, Result<SnapshotPartsStats, StorageError<Self::Timestamp>>>;
/// Update the given [`StorageTxn`] with the appropriate metadata given the
/// IDs to add and drop.
///
/// The data modified in the `StorageTxn` must be made available in all
/// subsequent calls that require [`StorageMetadata`] as a parameter.
async fn prepare_state(
&self,
txn: &mut (dyn StorageTxn<Self::Timestamp> + Send),
ids_to_add: BTreeSet<GlobalId>,
ids_to_drop: BTreeSet<GlobalId>,
) -> Result<(), StorageError<Self::Timestamp>>;
/// Create the collections described by the individual
/// [CollectionDescriptions](CollectionDescription).
///
/// Each command carries the source id, the source description, and any
/// associated metadata needed to ingest the particular source.
///
/// This command installs collection state for the indicated sources, and
/// they are now valid to use in queries at times beyond the initial `since`
/// frontiers. Each collection also acquires a read capability at this
/// frontier, which will need to be repeatedly downgraded with
/// `allow_compaction()` to permit compaction.
///
/// This method is NOT idempotent; It can fail between processing of
/// different collections and leave the [StorageCollections] in an
/// inconsistent state. It is almost always wrong to do anything but abort
/// the process on `Err`.
///
/// The `register_ts` is used as the initial timestamp that tables are
/// available for reads. (We might later give non-tables the same treatment,
/// but hold off on that initially.) Callers must provide a Some if any of
/// the collections is a table. A None may be given if none of the
/// collections are a table (i.e. all materialized views, sources, etc).
async fn create_collections(
&self,
storage_metadata: &StorageMetadata,
register_ts: Option<Self::Timestamp>,
collections: Vec<(GlobalId, CollectionDescription<Self::Timestamp>)>,
) -> Result<(), StorageError<Self::Timestamp>> {
self.create_collections_for_bootstrap(
storage_metadata,
register_ts,
collections,
&BTreeSet::new(),
)
.await
}
/// Like [`Self::create_collections`], except used specifically for bootstrap.
///
/// `migrated_storage_collections` is a set of migrated storage collections to be excluded
/// from the txn-wal sub-system.
async fn create_collections_for_bootstrap(
&self,
storage_metadata: &StorageMetadata,
register_ts: Option<Self::Timestamp>,
collections: Vec<(GlobalId, CollectionDescription<Self::Timestamp>)>,
migrated_storage_collections: &BTreeSet<GlobalId>,
) -> Result<(), StorageError<Self::Timestamp>>;
/// Alters the identified ingestion to use the provided [`SourceDesc`].
///
/// NOTE: Ideally, [StorageCollections] would not care about these, but we
/// have to learn about changes such that when new subsources are created we
/// can correctly determine a since based on its depenencies' sinces. This
/// is really only relevant because newly created subsources depend on the
/// remap shard, and we can't just have them start at since 0.
async fn alter_ingestion_source_desc(
&self,
ingestion_id: GlobalId,
source_desc: SourceDesc,
) -> Result<(), StorageError<Self::Timestamp>>;
/// Alters the data config for the specified source exports of the specified ingestions.
async fn alter_ingestion_export_data_configs(
&self,
source_exports: BTreeMap<GlobalId, SourceExportDataConfig>,
) -> Result<(), StorageError<Self::Timestamp>>;
/// Alters each identified collection to use the correlated
/// [`GenericSourceConnection`].
///
/// See NOTE on [StorageCollections::alter_ingestion_source_desc].
async fn alter_ingestion_connections(
&self,
source_connections: BTreeMap<GlobalId, GenericSourceConnection<InlinedConnection>>,
) -> Result<(), StorageError<Self::Timestamp>>;
/// Updates the [`RelationDesc`] for the specified table.
fn alter_table_desc(
&self,
table_id: GlobalId,
new_desc: RelationDesc,
) -> Result<(), StorageError<Self::Timestamp>>;
/// Drops the read capability for the sources and allows their resources to
/// be reclaimed.
///
/// TODO(jkosh44): This method does not validate the provided identifiers.
/// Currently when the controller starts/restarts it has no durable state.
/// That means that it has no way of remembering any past commands sent. In
/// the future we plan on persisting state for the controller so that it is
/// aware of past commands. Therefore this method is for dropping sources
/// that we know to have been previously created, but have been forgotten by
/// the controller due to a restart. Once command history becomes durable we
/// can remove this method and use the normal `drop_sources`.
fn drop_collections_unvalidated(
&self,
storage_metadata: &StorageMetadata,
identifiers: Vec<GlobalId>,
);
/// Assigns a read policy to specific identifiers.
///
/// The policies are assigned in the order presented, and repeated
/// identifiers should conclude with the last policy. Changing a policy will
/// immediately downgrade the read capability if appropriate, but it will
/// not "recover" the read capability if the prior capability is already
/// ahead of it.
///
/// This [StorageCollections] may include its own overrides on these
/// policies.
///
/// Identifiers not present in `policies` retain their existing read
/// policies.
fn set_read_policies(&self, policies: Vec<(GlobalId, ReadPolicy<Self::Timestamp>)>);
/// Acquires and returns the earliest possible read holds for the specified
/// collections.
fn acquire_read_holds(
&self,
desired_holds: Vec<GlobalId>,
) -> Result<Vec<ReadHold<Self::Timestamp>>, ReadHoldError>;
/// Get the time dependence for a storage collection. Returns no value if unknown or if
/// the object isn't managed by storage.
fn determine_time_dependence(
&self,
id: GlobalId,
) -> Result<Option<TimeDependence>, TimeDependenceError>;
}
/// Frontiers of the collection identified by `id`.
pub struct CollectionFrontiers<T> {
/// The [GlobalId] of the collection that these frontiers belong to.
pub id: GlobalId,
/// The upper/write frontier of the collection.
pub write_frontier: Antichain<T>,
/// The since frontier that is implied by the collection's existence,
/// disregarding any read holds.
///
/// Concretely, it is the since frontier that is implied by the combination
/// of the `write_frontier` and a [ReadPolicy]. The implied capability is
/// derived from the write frontier using the [ReadPolicy].
pub implied_capability: Antichain<T>,
/// The frontier of all oustanding [ReadHolds](ReadHold). This includes the
/// implied capability.
pub read_capabilities: Antichain<T>,
}
/// Implementation of [StorageCollections] that is shallow-cloneable and uses a
/// background task for doing work concurrently, in the background.
#[derive(Debug, Clone)]
pub struct StorageCollectionsImpl<
T: TimelyTimestamp + Lattice + Codec64 + From<EpochMillis> + TimestampManipulation,
> {
/// The fencing token for this instance of [StorageCollections], and really
/// all of the controllers and Coordinator.
envd_epoch: NonZeroI64,
/// Whether or not this [StorageCollections] is in read-only mode.
///
/// When in read-only mode, we are not allowed to affect changes to external
/// systems, including, for example, acquiring and downgrading critical
/// [SinceHandles](SinceHandle)
read_only: bool,
/// The set of [ShardIds](ShardId) that we have to finalize. These will have
/// been persisted by the caller of [StorageCollections::prepare_state].
finalizable_shards: Arc<ShardIdSet>,
/// The set of [ShardIds](ShardId) that we have finalized. We keep track of
/// shards here until we are given a chance to let our callers know that
/// these have been finalized, for example via
/// [StorageCollections::prepare_state].
finalized_shards: Arc<ShardIdSet>,
/// Collections maintained by this [StorageCollections].
collections: Arc<std::sync::Mutex<BTreeMap<GlobalId, CollectionState<T>>>>,
/// A shared TxnsCache running in a task and communicated with over a channel.
txns_read: TxnsRead<T>,
/// Storage configuration parameters.
config: Arc<Mutex<StorageConfiguration>>,
/// The upper of the txn shard as it was when we booted. We forward the
/// upper of created/registered tables to make sure that their uppers are at
/// least not less than the initially known txn upper.
///
/// NOTE: This works around a quirk in how the adapter chooses the as_of of
/// existing indexes when bootstrapping, where tables that have an upper
/// that is less than the initially known txn upper can lead to indexes that
/// cannot hydrate in read-only mode.
initial_txn_upper: Antichain<T>,
/// The persist location where all storage collections are being written to
persist_location: PersistLocation,
/// A persist client used to write to storage collections
persist: Arc<PersistClientCache>,
/// For sending commands to our internal task.
cmd_tx: mpsc::UnboundedSender<BackgroundCmd<T>>,
/// For sending updates about read holds to our internal task.
holds_tx: mpsc::UnboundedSender<(GlobalId, ChangeBatch<T>)>,
/// Handles to tasks we own, making sure they're dropped when we are.
_background_task: Arc<AbortOnDropHandle<()>>,
_finalize_shards_task: Arc<AbortOnDropHandle<()>>,
}
// Supporting methods for implementing [StorageCollections].
//
// Almost all internal methods that are the backing implementation for a trait
// method have the `_inner` suffix.
//
// We follow a pattern where `_inner` methods get a mutable reference to the
// shared collections state, and it's the public-facing method that locks the
// state for the duration of its invocation. This allows calling other `_inner`
// methods from within `_inner` methods.
impl<T> StorageCollectionsImpl<T>
where
T: TimelyTimestamp
+ Lattice
+ Codec64
+ From<EpochMillis>
+ TimestampManipulation
+ Into<mz_repr::Timestamp>
+ Sync,
{
/// Creates and returns a new [StorageCollections].
///
/// Note that when creating a new [StorageCollections], you must also
/// reconcile it with the previous state using
/// [StorageCollections::initialize_state],
/// [StorageCollections::prepare_state], and
/// [StorageCollections::create_collections].
pub async fn new(
persist_location: PersistLocation,
persist_clients: Arc<PersistClientCache>,
metrics_registry: &MetricsRegistry,
_now: NowFn,
txns_metrics: Arc<TxnMetrics>,
envd_epoch: NonZeroI64,
read_only: bool,
connection_context: ConnectionContext,
txn: &dyn StorageTxn<T>,
) -> Self {
let metrics = StorageCollectionsMetrics::register_into(metrics_registry);
// This value must be already installed because we must ensure it's
// durably recorded before it is used, otherwise we risk leaking persist
// state.
let txns_id = txn
.get_txn_wal_shard()
.expect("must call prepare initialization before creating StorageCollections");
let txns_client = persist_clients
.open(persist_location.clone())
.await
.expect("location should be valid");
// We have to initialize, so that TxnsRead::start() below does not
// block.
let _txns_handle: TxnsHandle<SourceData, (), T, i64, PersistEpoch, TxnsCodecRow> =
TxnsHandle::open(
T::minimum(),
txns_client.clone(),
txns_client.dyncfgs().clone(),
Arc::clone(&txns_metrics),
txns_id,
)
.await;
// For handing to the background task, for listening to upper updates.
let (txns_key_schema, txns_val_schema) = TxnsCodecRow::schemas();
let mut txns_write = txns_client
.open_writer(
txns_id,
Arc::new(txns_key_schema),
Arc::new(txns_val_schema),
Diagnostics {
shard_name: "txns".to_owned(),
handle_purpose: "commit txns".to_owned(),
},
)
.await
.expect("txns schema shouldn't change");
let txns_read = TxnsRead::start::<TxnsCodecRow>(txns_client.clone(), txns_id).await;
let collections = Arc::new(std::sync::Mutex::new(BTreeMap::default()));
let finalizable_shards =
Arc::new(ShardIdSet::new(metrics.finalization_outstanding.clone()));
let finalized_shards =
Arc::new(ShardIdSet::new(metrics.finalization_pending_commit.clone()));
let config = Arc::new(Mutex::new(StorageConfiguration::new(
connection_context,
mz_dyncfgs::all_dyncfgs(),
)));
let initial_txn_upper = txns_write.fetch_recent_upper().await.to_owned();
let (cmd_tx, cmd_rx) = mpsc::unbounded_channel();
let (holds_tx, holds_rx) = mpsc::unbounded_channel();
let mut background_task = BackgroundTask {
config: Arc::clone(&config),
cmds_tx: cmd_tx.clone(),
cmds_rx: cmd_rx,
holds_rx,
collections: Arc::clone(&collections),
finalizable_shards: Arc::clone(&finalizable_shards),
shard_by_id: BTreeMap::new(),
since_handles: BTreeMap::new(),
txns_handle: Some(txns_write),
txns_shards: Default::default(),
};
let background_task =
mz_ore::task::spawn(|| "storage_collections::background_task", async move {
background_task.run().await
});
let finalize_shards_task = mz_ore::task::spawn(
|| "storage_collections::finalize_shards_task",
finalize_shards_task::<T>(FinalizeShardsTaskConfig {
envd_epoch: envd_epoch.clone(),
config: Arc::clone(&config),
metrics,
finalizable_shards: Arc::clone(&finalizable_shards),
finalized_shards: Arc::clone(&finalized_shards),
persist_location: persist_location.clone(),
persist: Arc::clone(&persist_clients),
read_only,
}),
);
Self {
finalizable_shards,
finalized_shards,
collections,
txns_read,
envd_epoch,
read_only,
config,
initial_txn_upper,
persist_location,
persist: persist_clients,
cmd_tx,
holds_tx,
_background_task: Arc::new(background_task.abort_on_drop()),
_finalize_shards_task: Arc::new(finalize_shards_task.abort_on_drop()),
}
}
/// Opens a [WriteHandle] and a [SinceHandleWrapper], for holding back the since.
///
/// `since` is an optional since that the read handle will be forwarded to
/// if it is less than its current since.
///
/// This will `halt!` the process if we cannot successfully acquire a
/// critical handle with our current epoch.
async fn open_data_handles(
&self,
id: &GlobalId,
shard: ShardId,
since: Option<&Antichain<T>>,
relation_desc: RelationDesc,
persist_client: &PersistClient,
) -> (WriteHandle<SourceData, (), T, Diff>, SinceHandleWrapper<T>) {
let since_handle = if self.read_only {
let read_handle = self
.open_leased_handle(id, shard, relation_desc.clone(), since, persist_client)
.await;
SinceHandleWrapper::Leased(read_handle)
} else {
let since_handle = self
.open_critical_handle(id, shard, since, persist_client)
.await;
SinceHandleWrapper::Critical(since_handle)
};
let mut write_handle = self
.open_write_handle(id, shard, relation_desc, persist_client)
.await;
// N.B.
// Fetch the most recent upper for the write handle. Otherwise, this may
// be behind the since of the since handle. Its vital this happens AFTER
// we create the since handle as it needs to be linearized with that
// operation. It may be true that creating the write handle after the
// since handle already ensures this, but we do this out of an abundance
// of caution.
//
// Note that this returns the upper, but also sets it on the handle to
// be fetched later.
write_handle.fetch_recent_upper().await;
(write_handle, since_handle)
}
/// Opens a write handle for the given `shard`.
async fn open_write_handle(
&self,
id: &GlobalId,
shard: ShardId,
relation_desc: RelationDesc,
persist_client: &PersistClient,
) -> WriteHandle<SourceData, (), T, Diff> {
let diagnostics = Diagnostics {
shard_name: id.to_string(),
handle_purpose: format!("controller data for {}", id),
};
let write = persist_client
.open_writer(
shard,
Arc::new(relation_desc),
Arc::new(UnitSchema),
diagnostics.clone(),
)
.await
.expect("invalid persist usage");
write
}
/// Opens a critical since handle for the given `shard`.
///
/// `since` is an optional since that the read handle will be forwarded to
/// if it is less than its current since.
///
/// This will `halt!` the process if we cannot successfully acquire a
/// critical handle with our current epoch.
async fn open_critical_handle(
&self,
id: &GlobalId,
shard: ShardId,
since: Option<&Antichain<T>>,
persist_client: &PersistClient,
) -> SinceHandle<SourceData, (), T, Diff, PersistEpoch> {
tracing::debug!(%id, ?since, "opening critical handle");
assert!(
!self.read_only,
"attempting to open critical SinceHandle in read-only mode"
);
let diagnostics = Diagnostics {
shard_name: id.to_string(),
handle_purpose: format!("controller data for {}", id),
};
// Construct the handle in a separate block to ensure all error paths
// are diverging
let since_handle = {
// This block's aim is to ensure the handle is in terms of our epoch
// by the time we return it.
let mut handle: SinceHandle<_, _, _, _, PersistEpoch> = persist_client
.open_critical_since(
shard,
PersistClient::CONTROLLER_CRITICAL_SINCE,
diagnostics.clone(),
)
.await
.expect("invalid persist usage");
// Take the join of the handle's since and the provided `since`;
// this lets materialized views express the since at which their
// read handles "start."
let since = handle
.since()
.join(since.unwrap_or(&Antichain::from_elem(T::minimum())));
let our_epoch = self.envd_epoch;
loop {
let current_epoch: PersistEpoch = handle.opaque().clone();
// Ensure the current epoch is <= our epoch.
let unchecked_success = current_epoch.0.map(|e| e <= our_epoch).unwrap_or(true);
if unchecked_success {
// Update the handle's state so that it is in terms of our
// epoch.
let checked_success = handle
.compare_and_downgrade_since(
¤t_epoch,
(&PersistEpoch::from(our_epoch), &since),
)
.await
.is_ok();
if checked_success {
break handle;
}
} else {
mz_ore::halt!("fenced by envd @ {current_epoch:?}. ours = {our_epoch}");
}
}
};
since_handle
}
/// Opens a leased [ReadHandle], for the purpose of holding back a since,
/// for the given `shard`.
///
/// `since` is an optional since that the read handle will be forwarded to
/// if it is less than its current since.
async fn open_leased_handle(
&self,
id: &GlobalId,
shard: ShardId,
relation_desc: RelationDesc,
since: Option<&Antichain<T>>,
persist_client: &PersistClient,
) -> ReadHandle<SourceData, (), T, Diff> {
tracing::debug!(%id, ?since, "opening leased handle");
let diagnostics = Diagnostics {
shard_name: id.to_string(),
handle_purpose: format!("controller data for {}", id),
};
let use_critical_since = false;
let mut handle: ReadHandle<_, _, _, _> = persist_client
.open_leased_reader(
shard,
Arc::new(relation_desc),
Arc::new(UnitSchema),
diagnostics.clone(),
use_critical_since,
)
.await
.expect("invalid persist usage");
// Take the join of the handle's since and the provided `since`;
// this lets materialized views express the since at which their
// read handles "start."
let since = handle
.since()
.join(since.unwrap_or(&Antichain::from_elem(T::minimum())));
handle.downgrade_since(&since).await;
handle
}
fn register_handles(
&self,
id: GlobalId,
is_in_txns: bool,
since_handle: SinceHandleWrapper<T>,
write_handle: WriteHandle<SourceData, (), T, Diff>,
) {
self.send(BackgroundCmd::Register {
id,
is_in_txns,
since_handle,
write_handle,
});
}
fn send(&self, cmd: BackgroundCmd<T>) {
let _ = self.cmd_tx.send(cmd);
}
async fn snapshot_stats_inner(
&self,
id: GlobalId,
as_of: SnapshotStatsAsOf<T>,
) -> Result<SnapshotStats, StorageError<T>> {
// TODO: Pull this out of BackgroundTask. Unlike the other methods, the
// caller of this one drives it to completion.
//
// We'd need to either share the critical handle somehow or maybe have
// two instances around, one in the worker and one in the
// StorageCollections.
let (tx, rx) = oneshot::channel();
self.send(BackgroundCmd::SnapshotStats(id, as_of, tx));
rx.await.expect("BackgroundTask should be live").0.await
}
/// If this identified collection has a dependency, install a read hold on
/// it.
///
/// This is necessary to ensure that the dependency's since does not advance
/// beyond its dependents'.
fn install_collection_dependency_read_holds_inner(
&self,
self_collections: &mut BTreeMap<GlobalId, CollectionState<T>>,
id: GlobalId,
) -> Result<(), StorageError<T>> {
let (deps, collection_implied_capability) = match self_collections.get(&id) {
Some(CollectionState {
storage_dependencies: deps,
implied_capability,
..
}) => (deps.clone(), implied_capability),
_ => return Ok(()),
};
for dep in deps.iter() {
let dep_collection = self_collections
.get(dep)
.ok_or(StorageError::IdentifierMissing(id))?;
mz_ore::soft_assert_or_log!(
PartialOrder::less_equal(
&dep_collection.implied_capability,
collection_implied_capability
),
"dependency since ({dep}@{:?}) cannot be in advance of dependent's since ({id}@{:?})",
dep_collection.implied_capability,
collection_implied_capability,
);
}
self.install_read_capabilities_inner(
self_collections,
id,
&deps,
collection_implied_capability.clone(),
)?;
Ok(())
}
/// Determine if this collection has another dependency.
///
/// Currently, collections have either 0 or 1 dependencies.
fn determine_collection_dependencies(
&self,
self_collections: &BTreeMap<GlobalId, CollectionState<T>>,
data_source: &DataSource,
) -> Result<Vec<GlobalId>, StorageError<T>> {
let dependencies = match &data_source {
DataSource::Introspection(_)
| DataSource::Webhook
| DataSource::Table
| DataSource::Progress
| DataSource::Other => Vec::new(),
DataSource::IngestionExport {
ingestion_id,
data_config,
..
} => {
// Ingestion exports depend on their primary source's remap
// collection, except when they use a CDCv2 envelope.
let source = self_collections
.get(ingestion_id)
.ok_or(StorageError::IdentifierMissing(*ingestion_id))?;
let DataSource::Ingestion(ingestion) = &source.description.data_source else {
panic!("SourceExport must refer to a primary source that already exists");
};
match data_config.envelope {
SourceEnvelope::CdcV2 => Vec::new(),
_ => vec![ingestion.remap_collection_id],
}
}
// Ingestions depend on their remap collection.
DataSource::Ingestion(ingestion) => vec![ingestion.remap_collection_id],
};
Ok(dependencies)
}
/// Install read capabilities on the given `storage_dependencies`.
#[instrument(level = "debug")]
fn install_read_capabilities_inner(
&self,
self_collections: &mut BTreeMap<GlobalId, CollectionState<T>>,
from_id: GlobalId,
storage_dependencies: &[GlobalId],
read_capability: Antichain<T>,
) -> Result<(), StorageError<T>> {
let mut changes = ChangeBatch::new();
for time in read_capability.iter() {
changes.update(time.clone(), 1);
}
let user_capabilities = self_collections
.iter_mut()
.filter(|(id, _c)| id.is_user())
.map(|(id, c)| {
let updates = c.read_capabilities.updates().cloned().collect_vec();
(*id, c.implied_capability.clone(), updates)
})
.collect_vec();
trace!(
%from_id,
?storage_dependencies,
?read_capability,
?user_capabilities,
"install_read_capabilities_inner");
let mut storage_read_updates = storage_dependencies
.iter()
.map(|id| (*id, changes.clone()))
.collect();
StorageCollectionsImpl::update_read_capabilities_inner(
&self.cmd_tx,
self_collections,
&mut storage_read_updates,
);
let user_capabilities = self_collections
.iter_mut()
.filter(|(id, _c)| id.is_user())
.map(|(id, c)| {
let updates = c.read_capabilities.updates().cloned().collect_vec();
(*id, c.implied_capability.clone(), updates)
})
.collect_vec();
trace!(
%from_id,
?storage_dependencies,
?read_capability,
?user_capabilities,
"after install_read_capabilities_inner!");
Ok(())
}
async fn read_handle_for_snapshot(
&self,
metadata: &CollectionMetadata,
id: GlobalId,
) -> Result<ReadHandle<SourceData, (), T, Diff>, StorageError<T>> {
let persist_client = self
.persist
.open(metadata.persist_location.clone())
.await
.unwrap();
// We create a new read handle every time someone requests a snapshot
// and then immediately expire it instead of keeping a read handle
// permanently in our state to avoid having it heartbeat continually.
// The assumption is that calls to snapshot are rare and therefore worth
// it to always create a new handle.
let read_handle = persist_client
.open_leased_reader::<SourceData, (), _, _>(
metadata.data_shard,
Arc::new(metadata.relation_desc.clone()),
Arc::new(UnitSchema),
Diagnostics {
shard_name: id.to_string(),
handle_purpose: format!("snapshot {}", id),
},
USE_CRITICAL_SINCE_SNAPSHOT.get(&self.persist.cfg),
)
.await
.expect("invalid persist usage");
Ok(read_handle)
}
fn set_read_policies_inner(
&self,
collections: &mut BTreeMap<GlobalId, CollectionState<T>>,
policies: Vec<(GlobalId, ReadPolicy<T>)>,
) {
trace!("set_read_policies: {:?}", policies);
let mut read_capability_changes = BTreeMap::default();
for (id, policy) in policies.into_iter() {
let collection = match collections.get_mut(&id) {
Some(c) => c,
None => {
panic!("Reference to absent collection {id}");
}
};
let mut new_read_capability = policy.frontier(collection.write_frontier.borrow());
if PartialOrder::less_equal(&collection.implied_capability, &new_read_capability) {
let mut update = ChangeBatch::new();
update.extend(new_read_capability.iter().map(|time| (time.clone(), 1)));
std::mem::swap(&mut collection.implied_capability, &mut new_read_capability);
update.extend(new_read_capability.iter().map(|time| (time.clone(), -1)));
if !update.is_empty() {
read_capability_changes.insert(id, update);
}
}
collection.read_policy = policy;
}
for (id, changes) in read_capability_changes.iter() {
if id.is_user() {
trace!(%id, ?changes, "in set_read_policies, capability changes");
}
}
if !read_capability_changes.is_empty() {
StorageCollectionsImpl::update_read_capabilities_inner(
&self.cmd_tx,
collections,
&mut read_capability_changes,
);
}
}
// This is not an associated function so that we can share it with the task
// that updates the persist handles and also has a reference to the shared
// collections state.
fn update_read_capabilities_inner(
cmd_tx: &mpsc::UnboundedSender<BackgroundCmd<T>>,
collections: &mut BTreeMap<GlobalId, CollectionState<T>>,
updates: &mut BTreeMap<GlobalId, ChangeBatch<T>>,
) {
// Location to record consequences that we need to act on.
let mut collections_net = BTreeMap::new();
// We must not rely on any specific relative ordering of `GlobalId`s.
// That said, it is reasonable to assume that collections generally have
// greater IDs than their dependencies, so starting with the largest is
// a useful optimization.
while let Some(id) = updates.keys().rev().next().cloned() {
let mut update = updates.remove(&id).unwrap();
if id.is_user() {
trace!(id = ?id, update = ?update, "update_read_capabilities");
}
let collection = if let Some(c) = collections.get_mut(&id) {
c
} else {
let has_positive_updates = update.iter().any(|(_ts, diff)| *diff > 0);
if has_positive_updates {
panic!(
"reference to absent collection {id} but we have positive updates: {:?}",
update
);
} else {
// Continue purely negative updates. Someone has probably
// already dropped this collection!
continue;
}
};
let current_read_capabilities = collection.read_capabilities.frontier().to_owned();
for (time, diff) in update.iter() {
assert!(
collection.read_capabilities.count_for(time) + diff >= 0,
"update {:?} for collection {id} would lead to negative \
read capabilities, read capabilities before applying: {:?}",
update,
collection.read_capabilities
);
if collection.read_capabilities.count_for(time) + diff > 0 {
assert!(
current_read_capabilities.less_equal(time),
"update {:?} for collection {id} is trying to \
install read capabilities before the current \
frontier of read capabilities, read capabilities before applying: {:?}",
update,
collection.read_capabilities
);
}
}
let changes = collection.read_capabilities.update_iter(update.drain());
update.extend(changes);
if id.is_user() {
trace!(
%id,
?collection.storage_dependencies,
?update,
"forwarding update to storage dependencies");
}
for id in collection.storage_dependencies.iter() {
updates
.entry(*id)
.or_insert_with(ChangeBatch::new)
.extend(update.iter().cloned());
}
let (changes, frontier) = collections_net
.entry(id)
.or_insert_with(|| (<ChangeBatch<_>>::new(), Antichain::new()));
changes.extend(update.drain());
*frontier = collection.read_capabilities.frontier().to_owned();
}
// Translate our net compute actions into downgrades of persist sinces.
// The actual downgrades are performed by a Tokio task asynchronously.
let mut persist_compaction_commands = Vec::with_capacity(collections_net.len());
for (key, (mut changes, frontier)) in collections_net {
if !changes.is_empty() {
if frontier.is_empty() {
info!(id = %key, "removing collection state because the since advanced to []!");
collections.remove(&key).expect("must still exist");
}
persist_compaction_commands.push((key, frontier));
}
}
if !persist_compaction_commands.is_empty() {
cmd_tx
.send(BackgroundCmd::DowngradeSince(persist_compaction_commands))
.expect("cannot fail to send");
}
}
/// Remove any shards that we know are finalized
fn synchronize_finalized_shards(&self, storage_metadata: &StorageMetadata) {
self.finalized_shards
.lock()
.retain(|shard| storage_metadata.unfinalized_shards.contains(shard));
}
}
// See comments on the above impl for StorageCollectionsImpl.
#[async_trait]
impl<T> StorageCollections for StorageCollectionsImpl<T>
where
T: TimelyTimestamp
+ Lattice
+ Codec64
+ From<EpochMillis>
+ TimestampManipulation
+ Into<mz_repr::Timestamp>
+ Sync,
{
type Timestamp = T;
async fn initialize_state(
&self,
txn: &mut (dyn StorageTxn<T> + Send),
init_ids: BTreeSet<GlobalId>,
drop_ids: BTreeSet<GlobalId>,
) -> Result<(), StorageError<T>> {
let metadata = txn.get_collection_metadata();
let existing_metadata: BTreeSet<_> = metadata.into_iter().map(|(id, _)| id).collect();
// Determine which collections we do not yet have metadata for.
let new_collections: BTreeSet<GlobalId> =
init_ids.difference(&existing_metadata).cloned().collect();
self.prepare_state(txn, new_collections, drop_ids).await?;
// All shards that belong to collections dropped in the last epoch are
// eligible for finalization. This intentionally includes any built-in
// collections present in `drop_ids`.
//
// n.b. this introduces an unlikely race condition: if a collection is
// dropped from the catalog, but the dataflow is still running on a
// worker, assuming the shard is safe to finalize on reboot may cause
// the cluster to panic.
let unfinalized_shards = txn.get_unfinalized_shards().into_iter().collect_vec();
info!(?unfinalized_shards, "initializing finalizable_shards");
self.finalizable_shards.lock().extend(unfinalized_shards);
Ok(())
}
fn update_parameters(&self, config_params: StorageParameters) {
// We serialize the dyncfg updates in StorageParameters, but configure
// persist separately.
config_params.dyncfg_updates.apply(self.persist.cfg());
self.config
.lock()
.expect("lock poisoned")
.update(config_params);
}
fn collection_metadata(
&self,
id: GlobalId,
) -> Result<CollectionMetadata, StorageError<Self::Timestamp>> {
let collections = self.collections.lock().expect("lock poisoned");
collections
.get(&id)
.map(|c| c.collection_metadata.clone())
.ok_or(StorageError::IdentifierMissing(id))
}
fn active_collection_metadatas(&self) -> Vec<(GlobalId, CollectionMetadata)> {
let collections = self.collections.lock().expect("lock poisoned");
collections
.iter()
.filter(|(_id, c)| !c.is_dropped())
.map(|(id, c)| (*id, c.collection_metadata.clone()))
.collect()
}
fn collections_frontiers(
&self,
ids: Vec<GlobalId>,
) -> Result<Vec<CollectionFrontiers<Self::Timestamp>>, StorageError<Self::Timestamp>> {
let collections = self.collections.lock().expect("lock poisoned");
let res = ids
.into_iter()
.map(|id| {
collections
.get(&id)
.map(|c| CollectionFrontiers {
id: id.clone(),
write_frontier: c.write_frontier.clone(),
implied_capability: c.implied_capability.clone(),
read_capabilities: c.read_capabilities.frontier().to_owned(),
})
.ok_or(StorageError::IdentifierMissing(id))
})
.collect::<Result<Vec<_>, _>>()?;
Ok(res)
}
fn active_collection_frontiers(&self) -> Vec<CollectionFrontiers<Self::Timestamp>> {
let collections = self.collections.lock().expect("lock poisoned");
let res = collections
.iter()
.filter(|(_id, c)| !c.is_dropped())
.map(|(id, c)| CollectionFrontiers {
id: id.clone(),
write_frontier: c.write_frontier.clone(),
implied_capability: c.implied_capability.clone(),
read_capabilities: c.read_capabilities.frontier().to_owned(),
})
.collect_vec();
res
}
async fn snapshot_stats(
&self,
id: GlobalId,
as_of: Antichain<Self::Timestamp>,
) -> Result<SnapshotStats, StorageError<Self::Timestamp>> {
let metadata = self.collection_metadata(id)?;
// See the comments in StorageController::snapshot for what's going on
// here.
let as_of = match metadata.txns_shard.as_ref() {
None => SnapshotStatsAsOf::Direct(as_of),
Some(txns_id) => {
assert_eq!(txns_id, self.txns_read.txns_id());
let as_of = as_of
.into_option()
.expect("cannot read as_of the empty antichain");
self.txns_read.update_gt(as_of.clone()).await;
let data_snapshot = self
.txns_read
.data_snapshot(metadata.data_shard, as_of.clone())
.await;
SnapshotStatsAsOf::Txns(data_snapshot)
}
};
self.snapshot_stats_inner(id, as_of).await
}
async fn snapshot_parts_stats(
&self,
id: GlobalId,
as_of: Antichain<Self::Timestamp>,
) -> BoxFuture<'static, Result<SnapshotPartsStats, StorageError<Self::Timestamp>>> {
let metadata = {
let self_collections = self.collections.lock().expect("lock poisoned");
let collection_metadata = self_collections
.get(&id)
.ok_or(StorageError::IdentifierMissing(id))
.map(|c| c.collection_metadata.clone());
match collection_metadata {
Ok(m) => m,
Err(e) => return Box::pin(async move { Err(e) }),
}
};
// See the comments in StorageController::snapshot for what's going on
// here.
let read_handle = self.read_handle_for_snapshot(&metadata, id).await;
let data_snapshot = match (metadata, as_of.as_option()) {
(
CollectionMetadata {
txns_shard: Some(txns_id),
data_shard,
..
},
Some(as_of),
) => {
assert_eq!(txns_id, *self.txns_read.txns_id());
self.txns_read.update_gt(as_of.clone()).await;
let data_snapshot = self
.txns_read
.data_snapshot(data_shard, as_of.clone())
.await;
Some(data_snapshot)
}
_ => None,
};
Box::pin(async move {
let read_handle = read_handle?;
let result = match data_snapshot {
Some(data_snapshot) => data_snapshot.snapshot_parts_stats(&read_handle).await,
None => read_handle.snapshot_parts_stats(as_of).await,
};
read_handle.expire().await;
result.map_err(|_| StorageError::ReadBeforeSince(id))
})
}
fn check_exists(&self, id: GlobalId) -> Result<(), StorageError<Self::Timestamp>> {
let collections = self.collections.lock().expect("lock poisoned");
if collections.contains_key(&id) {
Ok(())
} else {
Err(StorageError::IdentifierMissing(id))
}
}
async fn prepare_state(
&self,
txn: &mut (dyn StorageTxn<Self::Timestamp> + Send),
ids_to_add: BTreeSet<GlobalId>,
ids_to_drop: BTreeSet<GlobalId>,
) -> Result<(), StorageError<T>> {
txn.insert_collection_metadata(
ids_to_add
.into_iter()
.map(|id| (id, ShardId::new()))
.collect(),
)?;
// Delete the metadata for any dropped collections.
let dropped_mappings = txn.delete_collection_metadata(ids_to_drop);
let dropped_shards = dropped_mappings
.into_iter()
.map(|(_id, shard)| shard)
.collect();
txn.insert_unfinalized_shards(dropped_shards)?;
// Reconcile any shards we've successfully finalized with the shard
// finalization collection.
let finalized_shards = self.finalized_shards.lock().iter().copied().collect();
txn.mark_shards_as_finalized(finalized_shards);
Ok(())
}
// TODO(aljoscha): It would be swell if we could refactor this Leviathan of
// a method/move individual parts to their own methods.
#[instrument(level = "debug")]
async fn create_collections_for_bootstrap(
&self,
storage_metadata: &StorageMetadata,
register_ts: Option<Self::Timestamp>,
mut collections: Vec<(GlobalId, CollectionDescription<Self::Timestamp>)>,
migrated_storage_collections: &BTreeSet<GlobalId>,
) -> Result<(), StorageError<Self::Timestamp>> {
let is_in_txns = |id, metadata: &CollectionMetadata| {
metadata.txns_shard.is_some()
&& !(self.read_only && migrated_storage_collections.contains(&id))
};
// Validate first, to avoid corrupting state.
// 1. create a dropped identifier, or
// 2. create an existing identifier with a new description.
// Make sure to check for errors within `ingestions` as well.
collections.sort_by_key(|(id, _)| *id);
collections.dedup();
for pos in 1..collections.len() {
if collections[pos - 1].0 == collections[pos].0 {
return Err(StorageError::SourceIdReused(collections[pos].0));
}
}
{
// Early sanity check: if we knew about a collection already it's
// description must match!
//
// NOTE: There could be concurrent modifications to
// `self.collections`, but this sanity check is better than nothing.
let self_collections = self.collections.lock().expect("lock poisoned");
for (id, description) in collections.iter() {
if let Some(existing_collection) = self_collections.get(id) {
if &existing_collection.description != description {
return Err(StorageError::SourceIdReused(*id));
}
}
}
}
// We first enrich each collection description with some additional
// metadata...
let enriched_with_metadata = collections
.into_iter()
.map(|(id, description)| {
let data_shard = storage_metadata.get_collection_shard::<T>(id)?;
let get_shard = |id| -> Result<ShardId, StorageError<T>> {
let shard = storage_metadata.get_collection_shard::<T>(id)?;
Ok(shard)
};
let remap_shard = match &description.data_source {
// Only ingestions can have remap shards.
DataSource::Ingestion(IngestionDescription {
remap_collection_id,
..
}) => {
// Iff ingestion has a remap collection, its metadata
// must exist (and be correct) by this point.
Some(get_shard(*remap_collection_id)?)
}
_ => None,
};
// If the shard is being managed by txn-wal (initially,
// tables), then we need to pass along the shard id for the txns
// shard to dataflow rendering.
let txns_shard = description
.data_source
.in_txns()
.then(|| *self.txns_read.txns_id());
let metadata = CollectionMetadata {
persist_location: self.persist_location.clone(),
remap_shard,
data_shard,
relation_desc: description.desc.clone(),
txns_shard,
};
Ok((id, description, metadata))
})
.collect_vec();
// So that we can open `SinceHandle`s for each collections concurrently.
let persist_client = self
.persist
.open(self.persist_location.clone())
.await
.unwrap();
let persist_client = &persist_client;
// Reborrow the `&mut self` as immutable, as all the concurrent work to
// be processed in this stream cannot all have exclusive access.
use futures::stream::{StreamExt, TryStreamExt};
let this = &*self;
let mut to_register: Vec<_> = futures::stream::iter(enriched_with_metadata)
.map(|data: Result<_, StorageError<Self::Timestamp>>| {
let register_ts = register_ts.clone();
async move {
let (id, description, metadata) = data?;
// should be replaced with real introspection
// (https://github.com/MaterializeInc/database-issues/issues/4078)
// but for now, it's helpful to have this mapping written down
// somewhere
debug!(
"mapping GlobalId={} to remap shard ({:?}), data shard ({})",
id, metadata.remap_shard, metadata.data_shard
);
let (write, mut since_handle) = this
.open_data_handles(
&id,
metadata.data_shard,
description.since.as_ref(),
metadata.relation_desc.clone(),
persist_client,
)
.await;
// Present tables as springing into existence at the register_ts
// by advancing the since. Otherwise, we could end up in a
// situation where a table with a long compaction window appears
// to exist before the environment (and this the table) existed.
//
// We could potentially also do the same thing for other
// sources, in particular storage's internal sources and perhaps
// others, but leave them for now.
match description.data_source {
DataSource::Introspection(_)
| DataSource::IngestionExport { .. }
| DataSource::Webhook
| DataSource::Ingestion(_)
| DataSource::Progress
| DataSource::Other => {}
DataSource::Table => {
let register_ts = register_ts.expect(
"caller should have provided a register_ts when creating a table",
);
if since_handle.since().elements() == &[T::minimum()]
&& !migrated_storage_collections.contains(&id)
{
debug!("advancing {} to initial since of {:?}", id, register_ts);
let token = since_handle.opaque();
let _ = since_handle
.compare_and_downgrade_since(
&token,
(&token, &Antichain::from_elem(register_ts.clone())),
)
.await;
}
}
}
Ok::<_, StorageError<Self::Timestamp>>((
id,
description,
write,
since_handle,
metadata,
))
}
})
// Poll each future for each collection concurrently, maximum of 50 at a time.
.buffer_unordered(50)
// HERE BE DRAGONS:
//
// There are at least 2 subtleties in using `FuturesUnordered`
// (which `buffer_unordered` uses underneath:
// - One is captured here
// <https://github.com/rust-lang/futures-rs/issues/2387>
// - And the other is deadlocking if processing an OUTPUT of a
// `FuturesUnordered` stream attempts to obtain an async mutex that
// is also obtained in the futures being polled.
//
// Both of these could potentially be issues in all usages of
// `buffer_unordered` in this method, so we stick the standard
// advice: only use `try_collect` or `collect`!
.try_collect()
.await?;
// Reorder in dependency order.
to_register.sort_by_key(|(id, ..)| *id);
// We hold this lock for a very short amount of time, just doing some
// hashmap inserts and unbounded channel sends.
let mut self_collections = self.collections.lock().expect("lock poisoned");
for (id, mut description, write_handle, since_handle, metadata) in to_register {
// Ensure that the ingestion has an export for its primary source if applicable.
// This is done in an awkward spot to appease the borrow checker.
// TODO(database-issues#8620): This will be removed once sources no longer export
// to primary collections and only export to explicit SourceExports (tables).
if let DataSource::Ingestion(ingestion) = &mut description.data_source {
if let Some(export) = ingestion.desc.primary_source_export() {
ingestion.source_exports.insert(id, export);
}
}
let write_frontier = write_handle.upper();
let data_shard_since = since_handle.since().clone();
// Determine if this collection has any dependencies.
let storage_dependencies = self
.determine_collection_dependencies(&*self_collections, &description.data_source)?;
// Determine the initial since of the collection.
let initial_since = match storage_dependencies
.iter()
.at_most_one()
.expect("should have at most one depdendency")
{
Some(dep) => {
let dependency_collection = self_collections
.get(dep)
.ok_or(StorageError::IdentifierMissing(*dep))?;
let dependency_since = dependency_collection.implied_capability.clone();
// If an item has a dependency, its initial since must be
// advanced as far as its dependency, i.e. a dependency's
// since may never be in advance of its dependents.
//
// We have to do this every time we initialize the
// collection, though––the invariant might have been upheld
// correctly in the previous epoch, but the
// `data_shard_since` might not have compacted and, on
// establishing a new persist connection, still have data we
// said _could_ be compacted.
if PartialOrder::less_than(&data_shard_since, &dependency_since) {
// The dependency since cannot be beyond the dependent
// (our) upper unless the collection is new. In
// practice, the depdenency is the remap shard of a
// source (export), and if the since is allowed to
// "catch up" to the upper, that is `upper <= since`, a
// restarting ingestion cannot differentiate between
// updates that have already been written out to the
// backing persist shard and updates that have yet to be
// written. We would write duplicate updates.
//
// If this check fails, it means that the read hold
// installed on the dependency was probably not upheld
// –– if it were, the dependency's since could not have
// advanced as far the dependent's upper.
//
// We don't care about the dependency since when the
// write frontier is empty. In that case, no-one can
// write down any more updates.
mz_ore::soft_assert_or_log!(
write_frontier.elements() == &[T::minimum()]
|| write_frontier.is_empty()
|| PartialOrder::less_than(&dependency_since, write_frontier),
"dependency ({dep}) since has advanced past dependent ({id}) upper \n
dependent ({id}): since {:?}, upper {:?} \n
dependency ({dep}): since {:?}",
data_shard_since,
write_frontier,
dependency_since
);
dependency_since
} else {
data_shard_since
}
}
None => data_shard_since,
};
let mut collection_state = CollectionState::new(
description,
initial_since,
write_frontier.clone(),
storage_dependencies,
metadata.clone(),
);
// Install the collection state in the appropriate spot.
match &collection_state.description.data_source {
DataSource::Introspection(_) => {
self_collections.insert(id, collection_state);
}
DataSource::Webhook => {
self_collections.insert(id, collection_state);
}
DataSource::IngestionExport {
ingestion_id,
details,
data_config,
} => {
// Adjust the source to contain this export.
let source_collection = self_collections
.get_mut(ingestion_id)
.expect("known to exist");
match &mut source_collection.description {
CollectionDescription {
data_source: DataSource::Ingestion(ingestion_desc),
..
} => ingestion_desc.source_exports.insert(
id,
SourceExport {
storage_metadata: (),
details: details.clone(),
data_config: data_config.clone(),
},
),
_ => unreachable!(
"SourceExport must only refer to primary sources that already exist"
),
};
self_collections.insert(id, collection_state);
}
DataSource::Table => {
// See comment on self.initial_txn_upper on why we're doing
// this.
if is_in_txns(id, &metadata)
&& PartialOrder::less_than(
&collection_state.write_frontier,
&self.initial_txn_upper,
)
{
// We could try and be cute and use the join of the txn
// upper and the table upper. But that has more
// complicated reasoning for why it is or isn't correct,
// and we're only dealing with totally ordered times
// here.
collection_state
.write_frontier
.clone_from(&self.initial_txn_upper);
}
self_collections.insert(id, collection_state);
}
DataSource::Progress | DataSource::Other => {
self_collections.insert(id, collection_state);
}
DataSource::Ingestion(_) => {
self_collections.insert(id, collection_state);
}
}
self.register_handles(id, is_in_txns(id, &metadata), since_handle, write_handle);
// If this collection has a dependency, install a read hold on it.
self.install_collection_dependency_read_holds_inner(&mut *self_collections, id)?;
}
drop(self_collections);
self.synchronize_finalized_shards(storage_metadata);
Ok(())
}
async fn alter_ingestion_source_desc(
&self,
ingestion_id: GlobalId,
source_desc: SourceDesc,
) -> Result<(), StorageError<Self::Timestamp>> {
// The StorageController checks the validity of these. And we just
// accept them.
let mut self_collections = self.collections.lock().expect("lock poisoned");
let collection = self_collections
.get_mut(&ingestion_id)
.ok_or(StorageError::IdentifierMissing(ingestion_id))?;
let curr_ingestion = match &mut collection.description.data_source {
DataSource::Ingestion(active_ingestion) => active_ingestion,
_ => unreachable!("verified collection refers to ingestion"),
};
curr_ingestion.desc = source_desc;
debug!("altered {ingestion_id}'s SourceDesc");
Ok(())
}
async fn alter_ingestion_export_data_configs(
&self,
source_exports: BTreeMap<GlobalId, SourceExportDataConfig>,
) -> Result<(), StorageError<Self::Timestamp>> {
let mut self_collections = self.collections.lock().expect("lock poisoned");
for (source_export_id, new_data_config) in source_exports {
// We need to adjust the data config on the CollectionState for
// the source export collection directly
let source_export_collection = self_collections
.get_mut(&source_export_id)
.ok_or_else(|| StorageError::IdentifierMissing(source_export_id))?;
let ingestion_id = match &mut source_export_collection.description.data_source {
DataSource::IngestionExport {
ingestion_id,
details: _,
data_config,
} => {
*data_config = new_data_config.clone();
*ingestion_id
}
o => {
tracing::warn!("alter_ingestion_export_data_configs called on {:?}", o);
Err(StorageError::IdentifierInvalid(source_export_id))?
}
};
// We also need to adjust the data config on the CollectionState of the
// Ingestion that the export is associated with.
let ingestion_collection = self_collections
.get_mut(&ingestion_id)
.ok_or_else(|| StorageError::IdentifierMissing(ingestion_id))?;
match &mut ingestion_collection.description.data_source {
DataSource::Ingestion(ingestion_desc) => {
let source_export = ingestion_desc
.source_exports
.get_mut(&source_export_id)
.ok_or_else(|| StorageError::IdentifierMissing(source_export_id))?;
if source_export.data_config != new_data_config {
tracing::info!(?source_export_id, from = ?source_export.data_config, to = ?new_data_config, "alter_ingestion_export_data_configs, updating");
source_export.data_config = new_data_config;
} else {
tracing::warn!(
"alter_ingestion_export_data_configs called on \
export {source_export_id} of {ingestion_id} but \
the data config was the same"
);
}
}
o => {
tracing::warn!("alter_ingestion_export_data_configs called on {:?}", o);
Err(StorageError::IdentifierInvalid(ingestion_id))?;
}
}
}
Ok(())
}
async fn alter_ingestion_connections(
&self,
source_connections: BTreeMap<GlobalId, GenericSourceConnection<InlinedConnection>>,
) -> Result<(), StorageError<Self::Timestamp>> {
let mut self_collections = self.collections.lock().expect("lock poisoned");
for (id, conn) in source_connections {
let collection = self_collections
.get_mut(&id)
.ok_or_else(|| StorageError::IdentifierMissing(id))?;
match &mut collection.description.data_source {
DataSource::Ingestion(ingestion) => {
// If the connection hasn't changed, there's no sense in
// re-rendering the dataflow.
if ingestion.desc.connection != conn {
info!(from = ?ingestion.desc.connection, to = ?conn, "alter_ingestion_connections, updating");
ingestion.desc.connection = conn;
} else {
warn!(
"update_source_connection called on {id} but the \
connection was the same"
);
}
}
o => {
warn!("update_source_connection called on {:?}", o);
Err(StorageError::IdentifierInvalid(id))?;
}
}
}
Ok(())
}
fn alter_table_desc(
&self,
table_id: GlobalId,
new_desc: RelationDesc,
) -> Result<(), StorageError<Self::Timestamp>> {
let mut self_collections = self.collections.lock().expect("lock poisoned");
let collection = self_collections
.get_mut(&table_id)
.ok_or_else(|| StorageError::IdentifierMissing(table_id))?;
// TODO(alter_table): To support changing the `RelationDesc` of sources
// we'll need to cancel the currently running `BackgroundCmd` that
// fetches recent uppers. See `BackgroundCmd::Register`.
if !matches!(&collection.description.data_source, DataSource::Table) {
return Err(StorageError::IdentifierInvalid(table_id));
}
collection.collection_metadata.relation_desc = new_desc.clone();
collection.description.desc = new_desc.clone();
debug!("altered table {table_id}'s RelationDesc");
Ok(())
}
fn drop_collections_unvalidated(
&self,
storage_metadata: &StorageMetadata,
identifiers: Vec<GlobalId>,
) {
debug!(?identifiers, "drop_collections_unvalidated");
let mut self_collections = self.collections.lock().expect("lock poisoned");
for id in identifiers.iter() {
let metadata = storage_metadata.get_collection_shard::<T>(*id);
mz_ore::soft_assert_or_log!(
matches!(metadata, Err(StorageError::IdentifierMissing(_))),
"dropping {id}, but drop was not synchronized with storage \
controller via `synchronize_collections`"
);
let dropped_data_source = match self_collections.get(id) {
Some(col) => col.description.data_source.clone(),
None => continue,
};
// If we are dropping source exports, we need to modify the
// ingestion that it runs on.
if let DataSource::IngestionExport { ingestion_id, .. } = dropped_data_source {
// Adjust the source to remove this export.
let ingestion = match self_collections.get_mut(&ingestion_id) {
Some(ingestion) => ingestion,
// Primary ingestion already dropped.
None => {
tracing::error!(
"primary source {ingestion_id} seemingly dropped before subsource {id}",
);
continue;
}
};
match &mut ingestion.description {
CollectionDescription {
data_source: DataSource::Ingestion(ingestion_desc),
..
} => {
let removed = ingestion_desc.source_exports.remove(id);
mz_ore::soft_assert_or_log!(
removed.is_some(),
"dropped subsource {id} already removed from source exports"
);
}
_ => unreachable!(
"SourceExport must only refer to primary sources that already exist"
),
};
}
}
// Policies that advance the since to the empty antichain. We do still
// honor outstanding read holds, and collections will only be dropped
// once those are removed as well.
//
// We don't explicitly remove read capabilities! Downgrading the
// frontier of the source to `[]` (the empty Antichain), will propagate
// to the storage dependencies.
let mut finalized_policies = Vec::new();
for id in identifiers {
// Make sure it's still there, might already have been deleted.
if self_collections.contains_key(&id) {
finalized_policies.push((id, ReadPolicy::ValidFrom(Antichain::new())));
}
}
self.set_read_policies_inner(&mut self_collections, finalized_policies);
drop(self_collections);
self.synchronize_finalized_shards(storage_metadata);
}
fn set_read_policies(&self, policies: Vec<(GlobalId, ReadPolicy<Self::Timestamp>)>) {
let mut collections = self.collections.lock().expect("lock poisoned");
let user_capabilities = collections
.iter_mut()
.filter(|(id, _c)| id.is_user())
.map(|(id, c)| {
let updates = c.read_capabilities.updates().cloned().collect_vec();
(*id, c.implied_capability.clone(), updates)
})
.collect_vec();
trace!(?policies, ?user_capabilities, "set_read_policies");
self.set_read_policies_inner(&mut collections, policies);
let user_capabilities = collections
.iter_mut()
.filter(|(id, _c)| id.is_user())
.map(|(id, c)| {
let updates = c.read_capabilities.updates().cloned().collect_vec();
(*id, c.implied_capability.clone(), updates)
})
.collect_vec();
trace!(?user_capabilities, "after! set_read_policies");
}
fn acquire_read_holds(
&self,
desired_holds: Vec<GlobalId>,
) -> Result<Vec<ReadHold<Self::Timestamp>>, ReadHoldError> {
let mut collections = self.collections.lock().expect("lock poisoned");
let mut advanced_holds = Vec::new();
// We advance the holds by our current since frontier. Can't acquire
// holds for times that have been compacted away!
//
// NOTE: We acquire read holds at the earliest possible time rather than
// at the implied capability. This is so that, for example, adapter can
// acquire a read hold to hold back the frontier, giving the COMPUTE
// controller a chance to also acquire a read hold at that early
// frontier. If/when we change the interplay between adapter and COMPUTE
// to pass around ReadHold tokens, we might tighten this up and instead
// acquire read holds at the implied capability.
for id in desired_holds.iter() {
let collection = collections
.get(id)
.ok_or(ReadHoldError::CollectionMissing(*id))?;
let since = collection.read_capabilities.frontier().to_owned();
advanced_holds.push((*id, since));
}
let mut updates = advanced_holds
.iter()
.map(|(id, hold)| {
let mut changes = ChangeBatch::new();
changes.extend(hold.iter().map(|time| (time.clone(), 1)));
(*id, changes)
})
.collect::<BTreeMap<_, _>>();
StorageCollectionsImpl::update_read_capabilities_inner(
&self.cmd_tx,
&mut collections,
&mut updates,
);
let acquired_holds = advanced_holds
.into_iter()
.map(|(id, since)| ReadHold::new(id, since, self.holds_tx.clone()))
.collect_vec();
trace!(?desired_holds, ?acquired_holds, "acquire_read_holds");
Ok(acquired_holds)
}
/// Determine time dependence information for the object.
fn determine_time_dependence(
&self,
id: GlobalId,
) -> Result<Option<TimeDependence>, TimeDependenceError> {
use TimeDependenceError::CollectionMissing;
let collections = self.collections.lock().expect("lock poisoned");
let mut collection = Some(collections.get(&id).ok_or(CollectionMissing(id))?);
let mut result = None;
while let Some(c) = collection.take() {
use DataSource::*;
if let Some(timeline) = &c.description.timeline {
// Only the epoch timeline follows wall-clock.
if *timeline != Timeline::EpochMilliseconds {
break;
}
}
match &c.description.data_source {
Ingestion(ingestion) => {
use GenericSourceConnection::*;
match ingestion.desc.connection {
// Kafka, Postgres, MySql sources follow wall clock.
Kafka(_) | Postgres(_) | MySql(_) => {
result = Some(TimeDependence::default())
}
// Load generators not further specified.
LoadGenerator(_) => {}
}
}
IngestionExport { ingestion_id, .. } => {
let c = collections
.get(ingestion_id)
.ok_or(CollectionMissing(*ingestion_id))?;
collection = Some(c);
}
// Introspection, other, progress, table, and webhook sources follow wall clock.
Introspection(_) | Progress | Table | Webhook { .. } => {
result = Some(TimeDependence::default())
}
// Materialized views, continual tasks, etc, aren't managed by storage.
Other => {}
};
}
Ok(result)
}
}
/// Wraps either a "critical" [SinceHandle] or a leased [ReadHandle].
///
/// When a [StorageCollections] is in read-only mode, we will only ever acquire
/// [ReadHandle], because acquiring the [SinceHandle] and driving forward its
/// since is considered a write. Conversely, when in read-write mode, we acquire
/// [SinceHandle].
#[derive(Debug)]
enum SinceHandleWrapper<T>
where
T: TimelyTimestamp + Lattice + Codec64,
{
Critical(SinceHandle<SourceData, (), T, Diff, PersistEpoch>),
Leased(ReadHandle<SourceData, (), T, Diff>),
}
impl<T> SinceHandleWrapper<T>
where
T: TimelyTimestamp + Lattice + Codec64 + TotalOrder + Sync,
{
pub fn since(&self) -> &Antichain<T> {
match self {
Self::Critical(handle) => handle.since(),
Self::Leased(handle) => handle.since(),
}
}
pub fn opaque(&self) -> PersistEpoch {
match self {
Self::Critical(handle) => handle.opaque().clone(),
Self::Leased(_handle) => {
// The opaque is expected to be used with
// `compare_and_downgrade_since`, and the leased handle doesn't
// have a notion of an opaque. We pretend here and in
// `compare_and_downgrade_since`.
PersistEpoch(None)
}
}
}
pub async fn compare_and_downgrade_since(
&mut self,
expected: &PersistEpoch,
new: (&PersistEpoch, &Antichain<T>),
) -> Result<Antichain<T>, PersistEpoch> {
match self {
Self::Critical(handle) => handle.compare_and_downgrade_since(expected, new).await,
Self::Leased(handle) => {
let (opaque, since) = new;
assert_none!(opaque.0);
handle.downgrade_since(since).await;
Ok(since.clone())
}
}
}
pub async fn maybe_compare_and_downgrade_since(
&mut self,
expected: &PersistEpoch,
new: (&PersistEpoch, &Antichain<T>),
) -> Option<Result<Antichain<T>, PersistEpoch>> {
match self {
Self::Critical(handle) => {
handle
.maybe_compare_and_downgrade_since(expected, new)
.await
}
Self::Leased(handle) => {
let (opaque, since) = new;
assert_none!(opaque.0);
handle.maybe_downgrade_since(since).await;
Some(Ok(since.clone()))
}
}
}
pub fn snapshot_stats(
&self,
id: GlobalId,
as_of: Option<Antichain<T>>,
) -> BoxFuture<'static, Result<SnapshotStats, StorageError<T>>> {
match self {
Self::Critical(handle) => {
let res = handle
.snapshot_stats(as_of)
.map(move |x| x.map_err(|_| StorageError::ReadBeforeSince(id)));
Box::pin(res)
}
Self::Leased(handle) => {
let res = handle
.snapshot_stats(as_of)
.map(move |x| x.map_err(|_| StorageError::ReadBeforeSince(id)));
Box::pin(res)
}
}
}
pub fn snapshot_stats_from_txn(
&self,
id: GlobalId,
data_snapshot: DataSnapshot<T>,
) -> BoxFuture<'static, Result<SnapshotStats, StorageError<T>>> {
match self {
Self::Critical(handle) => Box::pin(
data_snapshot
.snapshot_stats_from_critical(handle)
.map(move |x| x.map_err(|_| StorageError::ReadBeforeSince(id))),
),
Self::Leased(handle) => Box::pin(
data_snapshot
.snapshot_stats_from_leased(handle)
.map(move |x| x.map_err(|_| StorageError::ReadBeforeSince(id))),
),
}
}
}
/// State maintained about individual collections.
#[derive(Debug)]
struct CollectionState<T> {
/// Description with which the collection was created
pub description: CollectionDescription<T>,
/// Accumulation of read capabilities for the collection.
///
/// This accumulation will always contain `self.implied_capability`, but may
/// also contain capabilities held by others who have read dependencies on
/// this collection.
pub read_capabilities: MutableAntichain<T>,
/// The implicit capability associated with collection creation. This
/// should never be less than the since of the associated persist
/// collection.
pub implied_capability: Antichain<T>,
/// The policy to use to downgrade `self.implied_capability`.
pub read_policy: ReadPolicy<T>,
/// Storage identifiers on which this collection depends.
pub storage_dependencies: Vec<GlobalId>,
/// Reported write frontier.
pub write_frontier: Antichain<T>,
pub collection_metadata: CollectionMetadata,
}
impl<T: TimelyTimestamp> CollectionState<T> {
/// Creates a new collection state, with an initial read policy valid from
/// `since`.
pub fn new(
description: CollectionDescription<T>,
since: Antichain<T>,
write_frontier: Antichain<T>,
storage_dependencies: Vec<GlobalId>,
metadata: CollectionMetadata,
) -> Self {
let mut read_capabilities = MutableAntichain::new();
read_capabilities.update_iter(since.iter().map(|time| (time.clone(), 1)));
Self {
description,
read_capabilities,
implied_capability: since.clone(),
read_policy: ReadPolicy::NoPolicy {
initial_since: since,
},
storage_dependencies,
write_frontier,
collection_metadata: metadata,
}
}
/// Returns whether the collection was dropped.
pub fn is_dropped(&self) -> bool {
self.read_capabilities.is_empty()
}
}
/// A task that keeps persist handles, downgrades sinces when asked,
/// periodically gets recent uppers from them, and updates the shard collection
/// state when needed.
///
/// This shares state with [StorageCollectionsImpl] via `Arcs` and channels.
#[derive(Debug)]
struct BackgroundTask<T: TimelyTimestamp + Lattice + Codec64> {
config: Arc<Mutex<StorageConfiguration>>,
cmds_tx: mpsc::UnboundedSender<BackgroundCmd<T>>,
cmds_rx: mpsc::UnboundedReceiver<BackgroundCmd<T>>,
holds_rx: mpsc::UnboundedReceiver<(GlobalId, ChangeBatch<T>)>,
finalizable_shards: Arc<ShardIdSet>,
collections: Arc<std::sync::Mutex<BTreeMap<GlobalId, CollectionState<T>>>>,
// So we know what shard ID corresponds to what global ID, which we need
// when re-enqueing futures for determining the next upper update.
shard_by_id: BTreeMap<GlobalId, ShardId>,
since_handles: BTreeMap<GlobalId, SinceHandleWrapper<T>>,
txns_handle: Option<WriteHandle<SourceData, (), T, Diff>>,
txns_shards: BTreeSet<GlobalId>,
}
#[derive(Debug)]
enum BackgroundCmd<T: TimelyTimestamp + Lattice + Codec64> {
Register {
id: GlobalId,
is_in_txns: bool,
write_handle: WriteHandle<SourceData, (), T, Diff>,
since_handle: SinceHandleWrapper<T>,
},
DowngradeSince(Vec<(GlobalId, Antichain<T>)>),
SnapshotStats(
GlobalId,
SnapshotStatsAsOf<T>,
oneshot::Sender<SnapshotStatsRes<T>>,
),
}
/// A newtype wrapper to hang a Debug impl off of.
pub(crate) struct SnapshotStatsRes<T>(BoxFuture<'static, Result<SnapshotStats, StorageError<T>>>);
impl<T> Debug for SnapshotStatsRes<T> {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
f.debug_struct("SnapshotStatsRes").finish_non_exhaustive()
}
}
impl<T> BackgroundTask<T>
where
T: TimelyTimestamp
+ Lattice
+ Codec64
+ From<EpochMillis>
+ TimestampManipulation
+ Into<mz_repr::Timestamp>
+ Sync,
{
async fn run(&mut self) {
// Futures that fetch the recent upper from all other shards.
let mut upper_futures: FuturesUnordered<
std::pin::Pin<
Box<
dyn Future<
Output = (GlobalId, WriteHandle<SourceData, (), T, i64>, Antichain<T>),
> + Send,
>,
>,
> = FuturesUnordered::new();
let gen_upper_future =
|id, mut handle: WriteHandle<_, _, _, _>, prev_upper: Antichain<T>| {
let fut = async move {
soft_assert_or_log!(
!prev_upper.is_empty(),
"cannot await progress when upper is already empty"
);
handle.wait_for_upper_past(&prev_upper).await;
let new_upper = handle.shared_upper();
(id, handle, new_upper)
};
fut
};
let mut txns_upper_future = match self.txns_handle.take() {
Some(txns_handle) => {
let upper = txns_handle.upper().clone();
let txns_upper_future =
gen_upper_future(GlobalId::Transient(1), txns_handle, upper);
txns_upper_future.boxed()
}
None => async { std::future::pending().await }.boxed(),
};
loop {
tokio::select! {
(id, handle, upper) = &mut txns_upper_future => {
trace!("new upper from txns shard: {:?}", upper);
let mut uppers = Vec::new();
for id in self.txns_shards.iter() {
uppers.push((id.clone(), upper.clone()));
}
self.update_write_frontiers(&uppers).await;
let fut = gen_upper_future(id, handle, upper);
txns_upper_future = fut.boxed();
}
Some((id, handle, upper)) = upper_futures.next() => {
if id.is_user() {
trace!("new upper for collection {id}: {:?}", upper);
}
let current_shard = self.shard_by_id.get(&id);
if let Some(shard_id) = current_shard {
if shard_id == &handle.shard_id() {
// Still current, so process the update and enqueue
// again!
let uppers = vec![(id, upper.clone())];
self.update_write_frontiers(&uppers).await;
if !upper.is_empty() {
let fut = gen_upper_future(id, handle, upper);
upper_futures.push(fut.boxed());
}
} else {
// Be polite and expire the write handle. This can
// happen when we get an upper update for a write
// handle that has since been replaced via Update.
handle.expire().await;
}
}
}
cmd = self.cmds_rx.recv() => {
let cmd = if let Some(cmd) = cmd {
cmd
} else {
// We're done!
break;
};
match cmd {
BackgroundCmd::Register{ id, is_in_txns, write_handle, since_handle } => {
debug!("registering handles for {}", id);
let previous = self.shard_by_id.insert(id, write_handle.shard_id());
if previous.is_some() {
panic!("already registered a WriteHandle for collection {id}");
}
let previous = self.since_handles.insert(id, since_handle);
if previous.is_some() {
panic!("already registered a SinceHandle for collection {id}");
}
if is_in_txns {
self.txns_shards.insert(id);
} else {
let upper = write_handle.upper().clone();
if !upper.is_empty() {
let fut = gen_upper_future(id, write_handle, upper);
upper_futures.push(fut.boxed());
}
}
}
BackgroundCmd::DowngradeSince(cmds) => {
self.downgrade_sinces(cmds).await;
}
BackgroundCmd::SnapshotStats(id, as_of, tx) => {
// NB: The requested as_of could be arbitrarily far
// in the future. So, in order to avoid blocking
// this loop until it's available and the
// `snapshot_stats` call resolves, instead return
// the future to the caller and await it there.
let res = match self.since_handles.get(&id) {
Some(x) => {
let fut: BoxFuture<
'static,
Result<SnapshotStats, StorageError<T>>,
> = match as_of {
SnapshotStatsAsOf::Direct(as_of) => {
x.snapshot_stats(id, Some(as_of))
}
SnapshotStatsAsOf::Txns(data_snapshot) => {
x.snapshot_stats_from_txn(id, data_snapshot)
}
};
SnapshotStatsRes(fut)
}
None => SnapshotStatsRes(Box::pin(futures::future::ready(Err(
StorageError::IdentifierMissing(id),
)))),
};
// It's fine if the listener hung up.
let _ = tx.send(res);
}
}
}
Some(holds_changes) = self.holds_rx.recv() => {
let mut batched_changes = BTreeMap::new();
batched_changes.insert(holds_changes.0, holds_changes.1);
while let Ok(mut holds_changes) = self.holds_rx.try_recv() {
let entry = batched_changes.entry(holds_changes.0);
entry
.and_modify(|existing| existing.extend(holds_changes.1.drain()))
.or_insert_with(|| holds_changes.1);
}
let mut collections = self.collections.lock().expect("lock poisoned");
let user_changes = batched_changes
.iter()
.filter(|(id, _c)| id.is_user())
.map(|(id, c)| {
(id.clone(), c.clone())
})
.collect_vec();
if !user_changes.is_empty() {
trace!(?user_changes, "applying holds changes from channel");
}
StorageCollectionsImpl::update_read_capabilities_inner(
&self.cmds_tx,
&mut collections,
&mut batched_changes,
);
}
}
}
warn!("BackgroundTask shutting down");
}
#[instrument(level = "debug")]
async fn update_write_frontiers(&mut self, updates: &[(GlobalId, Antichain<T>)]) {
let mut read_capability_changes = BTreeMap::default();
let mut self_collections = self.collections.lock().expect("lock poisoned");
for (id, new_upper) in updates.iter() {
let collection = if let Some(c) = self_collections.get_mut(id) {
c
} else {
trace!("Reference to absent collection {id}, due to concurrent removal of that collection");
continue;
};
if PartialOrder::less_than(&collection.write_frontier, new_upper) {
collection.write_frontier.clone_from(new_upper);
}
let mut new_read_capability = collection
.read_policy
.frontier(collection.write_frontier.borrow());
if id.is_user() {
trace!(
%id,
implied_capability = ?collection.implied_capability,
policy = ?collection.read_policy,
write_frontier = ?collection.write_frontier,
?new_read_capability,
"update_write_frontiers");
}
if PartialOrder::less_equal(&collection.implied_capability, &new_read_capability) {
let mut update = ChangeBatch::new();
update.extend(new_read_capability.iter().map(|time| (time.clone(), 1)));
std::mem::swap(&mut collection.implied_capability, &mut new_read_capability);
update.extend(new_read_capability.iter().map(|time| (time.clone(), -1)));
if !update.is_empty() {
read_capability_changes.insert(*id, update);
}
}
}
if !read_capability_changes.is_empty() {
StorageCollectionsImpl::update_read_capabilities_inner(
&self.cmds_tx,
&mut self_collections,
&mut read_capability_changes,
);
}
}
async fn downgrade_sinces(&mut self, cmds: Vec<(GlobalId, Antichain<T>)>) {
for (id, new_since) in cmds {
let since_handle = if let Some(c) = self.since_handles.get_mut(&id) {
c
} else {
// This can happen when someone concurrently drops a collection.
trace!("downgrade_sinces: reference to absent collection {id}");
continue;
};
if id.is_user() {
trace!("downgrading since of {} to {:?}", id, new_since);
}
let epoch = since_handle.opaque().clone();
let result = if new_since.is_empty() {
// A shard's since reaching the empty frontier is a prereq for
// being able to finalize a shard, so the final downgrade should
// never be rate-limited.
let res = Some(
since_handle
.compare_and_downgrade_since(&epoch, (&epoch, &new_since))
.await,
);
info!(%id, "removing persist handles because the since advanced to []!");
let _since_handle = self.since_handles.remove(&id).expect("known to exist");
let dropped_shard_id = if let Some(shard_id) = self.shard_by_id.remove(&id) {
shard_id
} else {
panic!("missing GlobalId -> ShardId mapping for id {id}");
};
// We're not responsible for writes to tables, so we also don't
// de-register them from the txn system. Whoever is responsible
// will remove them. We only make sure to remove the table from
// our tracking.
self.txns_shards.remove(&id);
if !self
.config
.lock()
.expect("lock poisoned")
.parameters
.finalize_shards
{
info!("not triggering shard finalization due to dropped storage object because enable_storage_shard_finalization parameter is false");
return;
}
info!(%id, %dropped_shard_id, "enqueing shard finalization due to dropped collection and dropped persist handle");
self.finalizable_shards.lock().insert(dropped_shard_id);
res
} else {
since_handle
.maybe_compare_and_downgrade_since(&epoch, (&epoch, &new_since))
.await
};
if let Some(Err(other_epoch)) = result {
mz_ore::halt!("fenced by envd @ {other_epoch:?}. ours = {epoch:?}");
}
}
}
}
struct FinalizeShardsTaskConfig {
envd_epoch: NonZeroI64,
config: Arc<Mutex<StorageConfiguration>>,
metrics: StorageCollectionsMetrics,
finalizable_shards: Arc<ShardIdSet>,
finalized_shards: Arc<ShardIdSet>,
persist_location: PersistLocation,
persist: Arc<PersistClientCache>,
read_only: bool,
}
async fn finalize_shards_task<T>(
FinalizeShardsTaskConfig {
envd_epoch,
config,
metrics,
finalizable_shards,
finalized_shards,
persist_location,
persist,
read_only,
}: FinalizeShardsTaskConfig,
) where
T: TimelyTimestamp + Lattice + Codec64 + Sync,
{
if read_only {
info!("disabling shard finalization in read only mode");
return;
}
let mut interval = tokio::time::interval(Duration::from_secs(5));
interval.set_missed_tick_behavior(MissedTickBehavior::Delay);
loop {
interval.tick().await;
if !config
.lock()
.expect("lock poisoned")
.parameters
.finalize_shards
{
debug!("not triggering shard finalization due to dropped storage object because enable_storage_shard_finalization parameter is false");
continue;
}
let current_finalizable_shards = {
// We hold the lock for as short as possible and pull our cloned set
// of shards.
finalizable_shards.lock().iter().cloned().collect_vec()
};
if current_finalizable_shards.is_empty() {
debug!("no shards to finalize");
continue;
}
debug!(?current_finalizable_shards, "attempting to finalize shards");
// Open a persist client to delete unused shards.
let persist_client = persist.open(persist_location.clone()).await.unwrap();
let metrics = &metrics;
let finalizable_shards = &finalizable_shards;
let finalized_shards = &finalized_shards;
let persist_client = &persist_client;
let diagnostics = &Diagnostics::from_purpose("finalizing shards");
let force_downgrade_since = STORAGE_DOWNGRADE_SINCE_DURING_FINALIZATION
.get(config.lock().expect("lock poisoned").config_set());
let epoch = &PersistEpoch::from(envd_epoch);
futures::stream::iter(current_finalizable_shards.clone())
.map(|shard_id| async move {
let persist_client = persist_client.clone();
let diagnostics = diagnostics.clone();
let epoch = epoch.clone();
metrics.finalization_started.inc();
let is_finalized = persist_client
.is_finalized::<SourceData, (), T, Diff>(shard_id, diagnostics)
.await
.expect("invalid persist usage");
if is_finalized {
debug!(%shard_id, "shard is already finalized!");
Some(shard_id)
} else {
debug!(%shard_id, "finalizing shard");
let finalize = || async move {
// TODO: thread the global ID into the shard finalization WAL
let diagnostics = Diagnostics::from_purpose("finalizing shards");
let schemas = persist_client.latest_schema::<SourceData, (), T, Diff>(shard_id, diagnostics.clone()).await.expect("codecs have not changed");
let (key_schema, val_schema) = match schemas {
Some((_, key_schema, val_schema)) => (key_schema, val_schema),
None => (RelationDesc::empty(), UnitSchema),
};
let empty_batch: Vec<((SourceData, ()), T, Diff)> = vec![];
let mut write_handle: WriteHandle<SourceData, (), T, Diff> =
persist_client
.open_writer(
shard_id,
Arc::new(key_schema),
Arc::new(val_schema),
diagnostics,
)
.await
.expect("invalid persist usage");
let upper = write_handle.upper();
if !upper.is_empty() {
let append = write_handle
.append(empty_batch, upper.clone(), Antichain::new())
.await?;
if let Err(e) = append {
warn!(%shard_id, "tried to finalize a shard with an advancing upper: {e:?}");
return Ok(());
}
}
write_handle.expire().await;
if force_downgrade_since {
let mut since_handle: SinceHandle<
SourceData,
(),
T,
Diff,
PersistEpoch,
> = persist_client
.open_critical_since(
shard_id,
PersistClient::CONTROLLER_CRITICAL_SINCE,
Diagnostics::from_purpose("finalizing shards"),
)
.await
.expect("invalid persist usage");
let handle_epoch = since_handle.opaque().clone();
let our_epoch = epoch.clone();
let epoch = if our_epoch.0 > handle_epoch.0 {
// We're newer, but it's fine to use the
// handle's old epoch to try and downgrade.
handle_epoch
} else {
// Good luck, buddy! The downgrade below will
// not succeed. There's a process with a newer
// epoch out there and someone at some juncture
// will fence out this process.
our_epoch
};
let new_since = Antichain::new();
let downgrade = since_handle
.compare_and_downgrade_since(&epoch, (&epoch, &new_since))
.await;
if let Err(e) = downgrade {
warn!(
"tried to finalize a shard with an advancing epoch: {e:?}"
);
return Ok(());
}
// Not available now, so finalization is broken.
// since_handle.expire().await;
}
persist_client
.finalize_shard::<SourceData, (), T, Diff>(
shard_id,
Diagnostics::from_purpose("finalizing shards"),
)
.await
};
match finalize().await {
Err(e) => {
// Rather than error, just leave this shard as
// one to finalize later.
warn!("error during finalization of shard {shard_id}: {e:?}");
None
}
Ok(()) => {
debug!(%shard_id, "finalize success!");
Some(shard_id)
}
}
}
})
// Poll each future for each collection concurrently, maximum of 10
// at a time.
// TODO(benesch): the concurrency here should be configurable
// via LaunchDarkly.
.buffer_unordered(10)
// HERE BE DRAGONS: see warning on other uses of buffer_unordered.
// The closure passed to `for_each` must remain fast or we risk
// starving the finalization futures of calls to `poll`.
.for_each(|shard_id| async move {
match shard_id {
None => metrics.finalization_failed.inc(),
Some(shard_id) => {
// We make successfully finalized shards available for
// removal from the finalization WAL one by one, so that
// a handful of stuck shards don't prevent us from
// removing the shards that have made progress. The
// overhead of repeatedly acquiring and releasing the
// locks is negligible.
{
let mut finalizable_shards = finalizable_shards.lock();
let mut finalized_shards = finalized_shards.lock();
finalizable_shards.remove(&shard_id);
finalized_shards.insert(shard_id);
}
metrics.finalization_succeeded.inc();
}
}
})
.await;
debug!("done finalizing shards");
}
}
#[derive(Debug)]
pub(crate) enum SnapshotStatsAsOf<T: TimelyTimestamp + Lattice + Codec64> {
/// Stats for a shard with an "eager" upper (one that continually advances
/// as time passes, even if no writes are coming in).
Direct(Antichain<T>),
/// Stats for a shard with a "lazy" upper (one that only physically advances
/// in response to writes).
Txns(DataSnapshot<T>),
}
#[cfg(test)]
mod tests {
use std::str::FromStr;
use std::sync::Arc;
use mz_build_info::DUMMY_BUILD_INFO;
use mz_dyncfg::ConfigSet;
use mz_ore::assert_err;
use mz_ore::metrics::{MetricsRegistry, UIntGauge};
use mz_ore::now::SYSTEM_TIME;
use mz_ore::url::SensitiveUrl;
use mz_persist_client::cache::PersistClientCache;
use mz_persist_client::cfg::PersistConfig;
use mz_persist_client::rpc::PubSubClientConnection;
use mz_persist_client::{Diagnostics, PersistClient, PersistLocation, ShardId};
use mz_persist_types::codec_impls::UnitSchema;
use mz_repr::{RelationDesc, Row};
use mz_secrets::InMemorySecretsController;
use super::*;
#[mz_ore::test(tokio::test)]
#[cfg_attr(miri, ignore)] // unsupported operation: integer-to-pointer casts and `ptr::from_exposed_addr`
async fn test_snapshot_stats(&self) {
let persist_location = PersistLocation {
blob_uri: SensitiveUrl::from_str("mem://").expect("invalid URL"),
consensus_uri: SensitiveUrl::from_str("mem://").expect("invalid URL"),
};
let persist_client = PersistClientCache::new(
PersistConfig::new_default_configs(&DUMMY_BUILD_INFO, SYSTEM_TIME.clone()),
&MetricsRegistry::new(),
|_, _| PubSubClientConnection::noop(),
);
let persist_client = Arc::new(persist_client);
let (cmds_tx, mut background_task) =
BackgroundTask::new_for_test(persist_location.clone(), Arc::clone(&persist_client));
let background_task =
mz_ore::task::spawn(|| "storage_collections::background_task", async move {
background_task.run().await
});
let persist = persist_client.open(persist_location).await.unwrap();
let shard_id = ShardId::new();
let since_handle = persist
.open_critical_since(
shard_id,
PersistClient::CONTROLLER_CRITICAL_SINCE,
Diagnostics::for_tests(),
)
.await
.unwrap();
let write_handle = persist
.open_writer::<SourceData, (), mz_repr::Timestamp, i64>(
shard_id,
Arc::new(RelationDesc::empty()),
Arc::new(UnitSchema),
Diagnostics::for_tests(),
)
.await
.unwrap();
cmds_tx
.send(BackgroundCmd::Register {
id: GlobalId::User(1),
is_in_txns: false,
since_handle: SinceHandleWrapper::Critical(since_handle),
write_handle,
})
.unwrap();
let mut write_handle = persist
.open_writer::<SourceData, (), mz_repr::Timestamp, i64>(
shard_id,
Arc::new(RelationDesc::empty()),
Arc::new(UnitSchema),
Diagnostics::for_tests(),
)
.await
.unwrap();
// No stats for unknown GlobalId.
let stats =
snapshot_stats(&cmds_tx, GlobalId::User(2), Antichain::from_elem(0.into())).await;
assert_err!(stats);
// Stats don't resolve for as_of past the upper.
let stats_fut = snapshot_stats(&cmds_tx, GlobalId::User(1), Antichain::from_elem(1.into()));
assert_none!(stats_fut.now_or_never());
// // Call it again because now_or_never consumed our future and it's not clone-able.
let stats_ts1_fut =
snapshot_stats(&cmds_tx, GlobalId::User(1), Antichain::from_elem(1.into()));
// Write some data.
let data = (
(SourceData(Ok(Row::default())), ()),
mz_repr::Timestamp::from(0),
1i64,
);
let () = write_handle
.compare_and_append(
&[data],
Antichain::from_elem(0.into()),
Antichain::from_elem(1.into()),
)
.await
.unwrap()
.unwrap();
// Verify that we can resolve stats for ts 0 while the ts 1 stats call is outstanding.
let stats = snapshot_stats(&cmds_tx, GlobalId::User(1), Antichain::from_elem(0.into()))
.await
.unwrap();
assert_eq!(stats.num_updates, 1);
// Write more data and unblock the ts 1 call
let data = (
(SourceData(Ok(Row::default())), ()),
mz_repr::Timestamp::from(1),
1i64,
);
let () = write_handle
.compare_and_append(
&[data],
Antichain::from_elem(1.into()),
Antichain::from_elem(2.into()),
)
.await
.unwrap()
.unwrap();
let stats = stats_ts1_fut.await.unwrap();
assert_eq!(stats.num_updates, 2);
// Make sure it runs until at least here.
drop(background_task);
}
async fn snapshot_stats<T: TimelyTimestamp + Lattice + Codec64>(
cmds_tx: &mpsc::UnboundedSender<BackgroundCmd<T>>,
id: GlobalId,
as_of: Antichain<T>,
) -> Result<SnapshotStats, StorageError<T>> {
let (tx, rx) = oneshot::channel();
cmds_tx
.send(BackgroundCmd::SnapshotStats(
id,
SnapshotStatsAsOf::Direct(as_of),
tx,
))
.unwrap();
let res = rx.await.expect("BackgroundTask should be live").0;
res.await
}
impl<T: TimelyTimestamp + Lattice + Codec64> BackgroundTask<T> {
fn new_for_test(
_persist_location: PersistLocation,
_persist_client: Arc<PersistClientCache>,
) -> (mpsc::UnboundedSender<BackgroundCmd<T>>, Self) {
let (cmds_tx, cmds_rx) = mpsc::unbounded_channel();
let (_holds_tx, holds_rx) = mpsc::unbounded_channel();
let connection_context =
ConnectionContext::for_tests(Arc::new(InMemorySecretsController::new()));
let task = Self {
config: Arc::new(Mutex::new(StorageConfiguration::new(
connection_context,
ConfigSet::default(),
))),
cmds_tx: cmds_tx.clone(),
cmds_rx,
holds_rx,
finalizable_shards: Arc::new(ShardIdSet::new(
UIntGauge::new("finalizable_shards", "dummy gauge for tests").unwrap(),
)),
collections: Arc::new(Mutex::new(BTreeMap::new())),
shard_by_id: BTreeMap::new(),
since_handles: BTreeMap::new(),
txns_handle: None,
txns_shards: BTreeSet::new(),
};
(cmds_tx, task)
}
}
}