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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.
//! Management of arrangements across dataflows.
use std::any::Any;
use std::collections::BTreeMap;
use std::rc::Rc;
use std::time::Instant;
use differential_dataflow::lattice::{antichain_join, Lattice};
use differential_dataflow::operators::arrange::{Arranged, ShutdownButton, TraceAgent};
use differential_dataflow::trace::wrappers::frontier::TraceFrontier;
use differential_dataflow::trace::TraceReader;
use mz_repr::{Diff, GlobalId, Timestamp};
use timely::dataflow::operators::{probe, CapabilitySet, Probe};
use timely::dataflow::scopes::Child;
use timely::dataflow::Scope;
use timely::progress::frontier::{Antichain, AntichainRef};
use timely::progress::timestamp::Refines;
use timely::PartialOrder;
use crate::metrics::TraceMetrics;
use crate::render::context::MzArrangementImport;
use crate::typedefs::{ErrAgent, RowRowAgent};
/// A `TraceManager` stores maps from global identifiers to the primary arranged
/// representation of that collection.
pub struct TraceManager {
pub(crate) traces: BTreeMap<GlobalId, TraceBundle>,
metrics: TraceMetrics,
}
impl TraceManager {
/// TODO(undocumented)
pub fn new(metrics: TraceMetrics) -> Self {
TraceManager {
traces: BTreeMap::new(),
metrics,
}
}
/// performs maintenance work on the managed traces.
///
/// In particular, this method enables the physical merging of batches, so that at most a logarithmic
/// number of batches need to be maintained. Any new batches introduced after this method is called
/// will not be physically merged until the method is called again. This is mostly due to limitations
/// of differential dataflow, which requires users to perform this explicitly; if that changes we may
/// be able to remove this code.
pub fn maintenance(&mut self) {
let start = Instant::now();
self.metrics.maintenance_active_info.set(1);
let mut antichain = Antichain::new();
for bundle in self.traces.values_mut() {
bundle.oks.read_upper(&mut antichain);
bundle.oks.set_physical_compaction(antichain.borrow());
bundle.errs.read_upper(&mut antichain);
bundle.errs.set_physical_compaction(antichain.borrow());
}
let duration = start.elapsed().as_secs_f64();
self.metrics.maintenance_seconds_total.inc_by(duration);
self.metrics.maintenance_active_info.set(0);
}
/// Enables compaction of traces associated with the identifier.
///
/// Compaction may not occur immediately, but once this method is called the
/// associated traces may not accumulate to the correct quantities for times
/// not in advance of `frontier`. Users should take care to only rely on
/// accumulations at times in advance of `frontier`.
pub fn allow_compaction(&mut self, id: GlobalId, frontier: AntichainRef<Timestamp>) {
if let Some(bundle) = self.traces.get_mut(&id) {
bundle.oks.set_logical_compaction(frontier);
bundle.errs.set_logical_compaction(frontier);
}
}
/// Returns a reference to the trace for `id`, should it exist.
pub fn get(&self, id: &GlobalId) -> Option<&TraceBundle> {
self.traces.get(id)
}
/// Returns a mutable reference to the trace for `id`, should it
/// exist.
pub fn get_mut(&mut self, id: &GlobalId) -> Option<&mut TraceBundle> {
self.traces.get_mut(id)
}
/// Binds the arrangement for `id` to `trace`.
pub fn set(&mut self, id: GlobalId, trace: TraceBundle) {
self.traces.insert(id, trace);
}
/// Removes the trace for `id`.
pub fn remove(&mut self, id: &GlobalId) -> Option<TraceBundle> {
self.traces.remove(id)
}
}
/// An abstraction of a trace handle.
///
/// This type exists as an `enum` to support potential experimentation with alternate
/// representation and layouts.
#[derive(Clone)]
pub enum SpecializedTraceHandle {
RowRow(PaddedTrace<RowRowAgent<Timestamp, Diff>>),
}
impl From<RowRowAgent<Timestamp, Diff>> for SpecializedTraceHandle {
fn from(trace: RowRowAgent<Timestamp, Diff>) -> Self {
Self::RowRow(trace.into())
}
}
impl SpecializedTraceHandle {
/// Obtains the logical compaction frontier for the underlying trace handle.
fn get_logical_compaction(&mut self) -> AntichainRef<Timestamp> {
match self {
SpecializedTraceHandle::RowRow(handle) => handle.get_logical_compaction(),
}
}
/// Advances the logical compaction frontier for the underlying trace handle.
pub fn set_logical_compaction(&mut self, frontier: AntichainRef<Timestamp>) {
match self {
SpecializedTraceHandle::RowRow(handle) => handle.set_logical_compaction(frontier),
}
}
/// Advances the physical compaction frontier for the underlying trace handle.
pub fn set_physical_compaction(&mut self, frontier: AntichainRef<Timestamp>) {
match self {
SpecializedTraceHandle::RowRow(handle) => handle.set_physical_compaction(frontier),
}
}
/// Reads the upper frontier of the underlying trace handle.
pub fn read_upper(&mut self, target: &mut Antichain<Timestamp>) {
match self {
SpecializedTraceHandle::RowRow(handle) => handle.read_upper(target),
}
}
/// Maps the underlying trace handle to a `MzArrangementImport`,
/// while readjusting times by `since` and `until`.
pub fn import_frontier<'g, G, T>(
&mut self,
scope: &Child<'g, G, T>,
name: &str,
since: Antichain<Timestamp>,
until: Antichain<Timestamp>,
input_probe: probe::Handle<Timestamp>,
) -> (
MzArrangementImport<Child<'g, G, T>, Timestamp>,
ShutdownButton<CapabilitySet<Timestamp>>,
)
where
G: Scope<Timestamp = Timestamp>,
T: Lattice + Refines<G::Timestamp>,
{
match self {
SpecializedTraceHandle::RowRow(handle) => {
let (oks, oks_button) =
handle.import_frontier_core(&scope.parent, name, since, until);
let oks = Arranged {
stream: oks.stream.probe_with(&input_probe),
trace: oks.trace,
};
(MzArrangementImport::RowRow(oks.enter(scope)), oks_button)
}
}
}
/// Turns this trace into a padded version that reports empty data for all times less than the
/// trace's current logical compaction frontier.
fn into_padded(self) -> Self {
match self {
Self::RowRow(trace) => Self::RowRow(trace.into_padded()),
}
}
}
/// Handle to a trace that can be padded.
///
/// A padded trace contains empty data for all times greater than or equal to its `padded_since`
/// and less than the logical compaction frontier of the inner `trace`.
///
/// This type is intentionally limited to only work with `mz_repr::Timestamp` times, because that
/// is all that's required by `TraceManager`. It can be made to be more generic, at the cost of
/// more complicated reasoning about the correct management of the involved frontiers.
#[derive(Clone)]
pub struct PaddedTrace<Tr>
where
Tr: TraceReader<Time = Timestamp>,
{
/// The wrapped trace.
trace: Tr,
/// The frontier from which the trace is padded, or `None` if it is not padded.
///
/// Invariant: The contained frontier is less than the logical compaction frontier of `trace`.
///
/// All methods of `PaddedTrace` are written to uphold this invariant. In particular,
/// `set_logical_compaction_frontier` sets the `padded_since` to `None` if the new compaction
/// frontier is >= the previous compaction frontier of `trace`.
padded_since: Option<Antichain<Timestamp>>,
}
impl<Tr> From<Tr> for PaddedTrace<Tr>
where
Tr: TraceReader<Time = Timestamp>,
{
fn from(trace: Tr) -> Self {
Self {
trace,
padded_since: None,
}
}
}
impl<Tr> PaddedTrace<Tr>
where
Tr: TraceReader<Time = Timestamp>,
{
/// Turns this trace into a padded version that reports empty data for all times less than the
/// trace's current logical compaction frontier.
fn into_padded(mut self) -> Self {
let trace_since = self.trace.get_logical_compaction();
let minimum_frontier = Antichain::from_elem(Timestamp::MIN);
if PartialOrder::less_than(&minimum_frontier.borrow(), &trace_since) {
self.padded_since = Some(minimum_frontier);
}
self
}
}
impl<Tr> TraceReader for PaddedTrace<Tr>
where
Tr: TraceReader<Time = Timestamp>,
{
type Key<'a> = Tr::Key<'a>;
type Val<'a> = Tr::Val<'a>;
type Time = Tr::Time;
type TimeGat<'a> = Tr::TimeGat<'a>;
type Diff = Tr::Diff;
type DiffGat<'a> = Tr::DiffGat<'a>;
type Batch = Tr::Batch;
type Storage = Tr::Storage;
type Cursor = Tr::Cursor;
fn cursor_through(
&mut self,
upper: AntichainRef<Self::Time>,
) -> Option<(Self::Cursor, Self::Storage)> {
self.trace.cursor_through(upper)
}
fn set_logical_compaction(&mut self, frontier: AntichainRef<Self::Time>) {
let Some(padded_since) = &mut self.padded_since else {
self.trace.set_logical_compaction(frontier);
return;
};
// If a padded trace is compacted to some frontier less than the inner trace's compaction
// frontier, advance the `padded_since`. Otherwise discard the padding and apply the
// compaction to the inner trace instead.
let trace_since = self.trace.get_logical_compaction();
if PartialOrder::less_than(&frontier, &trace_since) {
if PartialOrder::less_than(&padded_since.borrow(), &frontier) {
*padded_since = frontier.to_owned();
}
} else {
self.padded_since = None;
self.trace.set_logical_compaction(frontier);
}
}
fn get_logical_compaction(&mut self) -> AntichainRef<Self::Time> {
match &self.padded_since {
Some(since) => since.borrow(),
None => self.trace.get_logical_compaction(),
}
}
fn set_physical_compaction(&mut self, frontier: AntichainRef<Self::Time>) {
self.trace.set_physical_compaction(frontier);
}
fn get_physical_compaction(&mut self) -> AntichainRef<Self::Time> {
self.trace.get_logical_compaction()
}
fn map_batches<F: FnMut(&Self::Batch)>(&self, f: F) {
self.trace.map_batches(f)
}
}
impl<Tr> PaddedTrace<TraceAgent<Tr>>
where
Tr: TraceReader<Time = Timestamp> + 'static,
{
/// Import a trace restricted to a specific time interval `[since, until)`.
pub fn import_frontier_core<G>(
&mut self,
scope: &G,
name: &str,
since: Antichain<Tr::Time>,
until: Antichain<Tr::Time>,
) -> (
Arranged<G, TraceFrontier<TraceAgent<Tr>>>,
ShutdownButton<CapabilitySet<Tr::Time>>,
)
where
G: Scope<Timestamp = Tr::Time>,
{
self.trace.import_frontier_core(scope, name, since, until)
}
}
/// Bundles together traces for the successful computations (`oks`), the
/// failed computations (`errs`), additional tokens that should share
/// the lifetime of the bundled traces (`to_drop`).
#[derive(Clone)]
pub struct TraceBundle {
oks: SpecializedTraceHandle,
errs: PaddedTrace<ErrAgent<Timestamp, Diff>>,
to_drop: Option<Rc<dyn Any>>,
}
impl TraceBundle {
/// Constructs a new trace bundle out of an `oks` trace and `errs` trace.
pub fn new<O, E>(oks: O, errs: E) -> TraceBundle
where
O: Into<SpecializedTraceHandle>,
E: Into<PaddedTrace<ErrAgent<Timestamp, Diff>>>,
{
TraceBundle {
oks: oks.into(),
errs: errs.into(),
to_drop: None,
}
}
/// Adds tokens to be dropped when the trace bundle is dropped.
pub fn with_drop<T>(self, to_drop: T) -> TraceBundle
where
T: 'static,
{
TraceBundle {
to_drop: Some(Rc::new(Box::new(to_drop))),
..self
}
}
/// Returns a mutable reference to the `oks` trace.
pub fn oks_mut(&mut self) -> &mut SpecializedTraceHandle {
&mut self.oks
}
/// Returns a mutable reference to the `errs` trace.
pub fn errs_mut(&mut self) -> &mut PaddedTrace<ErrAgent<Timestamp, Diff>> {
&mut self.errs
}
/// Returns a reference to the `to_drop` tokens.
pub fn to_drop(&self) -> &Option<Rc<dyn Any>> {
&self.to_drop
}
/// Returns the frontier up to which the traces have been allowed to compact.
pub fn compaction_frontier(&mut self) -> Antichain<Timestamp> {
antichain_join(
&self.oks.get_logical_compaction(),
&self.errs.get_logical_compaction(),
)
}
/// Turns this trace bundle into a padded version that reports empty data for all times less
/// than the traces' current logical compaction frontier.
///
/// Note that the padded bundle represents a different TVC than the original one, it is unsound
/// to use it to "uncompact" an existing TVC. The only valid use of the padded bundle is to
/// initializa a new TVC.
pub fn into_padded(self) -> Self {
Self {
oks: self.oks.into_padded(),
errs: self.errs.into_padded(),
to_drop: self.to_drop,
}
}
}