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//! Shared read access to a trace.
use std::rc::{Rc, Weak};
use std::cell::RefCell;
use std::collections::VecDeque;
use timely::dataflow::Scope;
use timely::dataflow::operators::generic::{OperatorInfo, source};
use timely::progress::Timestamp;
use timely::progress::{Antichain, frontier::AntichainRef};
use timely::dataflow::operators::CapabilitySet;
use crate::trace::{Trace, TraceReader, Batch, BatchReader};
use crate::trace::wrappers::rc::TraceBox;
use timely::scheduling::Activator;
use super::{TraceWriter, TraceAgentQueueWriter, TraceAgentQueueReader, Arranged};
use super::TraceReplayInstruction;
use crate::trace::wrappers::frontier::{TraceFrontier, BatchFrontier};
/// A `TraceReader` wrapper which can be imported into other dataflows.
///
/// The `TraceAgent` is the default trace type produced by `arranged`, and it can be extracted
/// from the dataflow in which it was defined, and imported into other dataflows.
pub struct TraceAgent<Tr>
where
Tr: TraceReader,
{
trace: Rc<RefCell<TraceBox<Tr>>>,
queues: Weak<RefCell<Vec<TraceAgentQueueWriter<Tr>>>>,
logical_compaction: Antichain<Tr::Time>,
physical_compaction: Antichain<Tr::Time>,
temp_antichain: Antichain<Tr::Time>,
operator: OperatorInfo,
logging: Option<crate::logging::Logger>,
}
impl<Tr> TraceReader for TraceAgent<Tr>
where
Tr: TraceReader,
{
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 set_logical_compaction(&mut self, frontier: AntichainRef<Tr::Time>) {
// This method does not enforce that `frontier` is greater or equal to `self.logical_compaction`.
// Instead, it determines the joint consequences of both guarantees and moves forward with that.
crate::lattice::antichain_join_into(&self.logical_compaction.borrow()[..], &frontier[..], &mut self.temp_antichain);
self.trace.borrow_mut().adjust_logical_compaction(self.logical_compaction.borrow(), self.temp_antichain.borrow());
::std::mem::swap(&mut self.logical_compaction, &mut self.temp_antichain);
self.temp_antichain.clear();
}
fn get_logical_compaction(&mut self) -> AntichainRef<Tr::Time> {
self.logical_compaction.borrow()
}
fn set_physical_compaction(&mut self, frontier: AntichainRef<Tr::Time>) {
// This method does not enforce that `frontier` is greater or equal to `self.physical_compaction`.
// Instead, it determines the joint consequences of both guarantees and moves forward with that.
crate::lattice::antichain_join_into(&self.physical_compaction.borrow()[..], &frontier[..], &mut self.temp_antichain);
self.trace.borrow_mut().adjust_physical_compaction(self.physical_compaction.borrow(), self.temp_antichain.borrow());
::std::mem::swap(&mut self.physical_compaction, &mut self.temp_antichain);
self.temp_antichain.clear();
}
fn get_physical_compaction(&mut self) -> AntichainRef<Tr::Time> {
self.physical_compaction.borrow()
}
fn cursor_through(&mut self, frontier: AntichainRef<Tr::Time>) -> Option<(Self::Cursor, Self::Storage)> {
self.trace.borrow_mut().trace.cursor_through(frontier)
}
fn map_batches<F: FnMut(&Self::Batch)>(&self, f: F) { self.trace.borrow().trace.map_batches(f) }
}
impl<Tr: TraceReader> TraceAgent<Tr> {
/// Creates a new agent from a trace reader.
pub fn new(trace: Tr, operator: OperatorInfo, logging: Option<crate::logging::Logger>) -> (Self, TraceWriter<Tr>)
where
Tr: Trace,
Tr::Batch: Batch,
{
let trace = Rc::new(RefCell::new(TraceBox::new(trace)));
let queues = Rc::new(RefCell::new(Vec::new()));
if let Some(logging) = &logging {
logging.log(
crate::logging::TraceShare { operator: operator.global_id, diff: 1 }
);
}
let reader = TraceAgent {
trace: trace.clone(),
queues: Rc::downgrade(&queues),
logical_compaction: trace.borrow().logical_compaction.frontier().to_owned(),
physical_compaction: trace.borrow().physical_compaction.frontier().to_owned(),
temp_antichain: Antichain::new(),
operator,
logging,
};
let writer = TraceWriter::new(
vec![<Tr::Time as Timestamp>::minimum()],
Rc::downgrade(&trace),
queues,
);
(reader, writer)
}
/// Attaches a new shared queue to the trace.
///
/// The queue is first populated with existing batches from the trace,
/// The queue will be immediately populated with existing historical batches from the trace, and until the reference
/// is dropped the queue will receive new batches as produced by the source `arrange` operator.
pub fn new_listener(&mut self, activator: Activator) -> TraceAgentQueueReader<Tr>
{
// create a new queue for progress and batch information.
let mut new_queue = VecDeque::new();
// add the existing batches from the trace
let mut upper = None;
self.trace
.borrow_mut()
.trace
.map_batches(|batch| {
new_queue.push_back(TraceReplayInstruction::Batch(batch.clone(), Some(<Tr::Time as Timestamp>::minimum())));
upper = Some(batch.upper().clone());
});
if let Some(upper) = upper {
new_queue.push_back(TraceReplayInstruction::Frontier(upper));
}
let reference = Rc::new((activator, RefCell::new(new_queue)));
// wraps the queue in a ref-counted ref cell and enqueue/return it.
if let Some(queue) = self.queues.upgrade() {
queue.borrow_mut().push(Rc::downgrade(&reference));
}
reference.0.activate();
reference
}
/// The [OperatorInfo] of the underlying Timely operator
pub fn operator(&self) -> &OperatorInfo {
&self.operator
}
/// Obtain a reference to the inner [`TraceBox`]. It is the caller's obligation to maintain
/// the trace box and this trace agent's invariants. Specifically, it is undefined behavior
/// to mutate the trace box. Keeping strong references can prevent resource reclamation.
///
/// This method is subject to changes and removal and should not be considered part of a stable
/// interface.
pub fn trace_box_unstable(&self) -> Rc<RefCell<TraceBox<Tr>>> {
Rc::clone(&self.trace)
}
}
impl<Tr> TraceAgent<Tr>
where
Tr: TraceReader+'static,
{
/// Copies an existing collection into the supplied scope.
///
/// This method creates an `Arranged` collection that should appear indistinguishable from applying `arrange`
/// directly to the source collection brought into the local scope. The only caveat is that the initial state
/// of the collection is its current state, and updates occur from this point forward. The historical changes
/// the collection experienced in the past are accumulated, and the distinctions from the initial collection
/// are no longer evident.
///
/// The current behavior is that the introduced collection accumulates updates to some times less or equal
/// to `self.get_logical_compaction()`. There is *not* currently a guarantee that the updates are accumulated *to*
/// the frontier, and the resulting collection history may be weirdly partial until this point. In particular,
/// the historical collection may move through configurations that did not actually occur, even if eventually
/// arriving at the correct collection. This is probably a bug; although we get to the right place in the end,
/// the intermediate computation could do something that the original computation did not, like diverge.
///
/// I would expect the semantics to improve to "updates are advanced to `self.get_logical_compaction()`", which
/// means the computation will run as if starting from exactly this frontier. It is not currently clear whose
/// responsibility this should be (the trace/batch should only reveal these times, or an operator should know
/// to advance times before using them).
///
/// # Examples
///
/// ```
/// use timely::Config;
/// use differential_dataflow::input::Input;
/// use differential_dataflow::operators::arrange::ArrangeBySelf;
/// use differential_dataflow::operators::reduce::Reduce;
/// use differential_dataflow::trace::Trace;
///
/// ::timely::execute(Config::thread(), |worker| {
///
/// // create a first dataflow
/// let mut trace = worker.dataflow::<u32,_,_>(|scope| {
/// // create input handle and collection.
/// scope.new_collection_from(0 .. 10).1
/// .arrange_by_self()
/// .trace
/// });
///
/// // do some work.
/// worker.step();
/// worker.step();
///
/// // create a second dataflow
/// worker.dataflow(move |scope| {
/// trace.import(scope)
/// .reduce(move |_key, src, dst| dst.push((*src[0].0, 1)));
/// });
///
/// }).unwrap();
/// ```
pub fn import<G>(&mut self, scope: &G) -> Arranged<G, TraceAgent<Tr>>
where
G: Scope<Timestamp=Tr::Time>,
{
self.import_named(scope, "ArrangedSource")
}
/// Same as `import`, but allows to name the source.
pub fn import_named<G>(&mut self, scope: &G, name: &str) -> Arranged<G, TraceAgent<Tr>>
where
G: Scope<Timestamp=Tr::Time>,
{
// Drop ShutdownButton and return only the arrangement.
self.import_core(scope, name).0
}
/// Imports an arrangement into the supplied scope.
///
/// # Examples
///
/// ```
/// use timely::Config;
/// use timely::dataflow::ProbeHandle;
/// use timely::dataflow::operators::Probe;
/// use differential_dataflow::input::InputSession;
/// use differential_dataflow::operators::arrange::ArrangeBySelf;
/// use differential_dataflow::operators::reduce::Reduce;
/// use differential_dataflow::trace::Trace;
///
/// ::timely::execute(Config::thread(), |worker| {
///
/// let mut input = InputSession::<_,(),isize>::new();
/// let mut probe = ProbeHandle::new();
///
/// // create a first dataflow
/// let mut trace = worker.dataflow::<u32,_,_>(|scope| {
/// // create input handle and collection.
/// input.to_collection(scope)
/// .arrange_by_self()
/// .trace
/// });
///
/// // do some work.
/// worker.step();
/// worker.step();
///
/// // create a second dataflow
/// let mut shutdown = worker.dataflow(|scope| {
/// let (arrange, button) = trace.import_core(scope, "Import");
/// arrange.stream.probe_with(&mut probe);
/// button
/// });
///
/// worker.step();
/// worker.step();
/// assert!(!probe.done());
///
/// shutdown.press();
///
/// worker.step();
/// worker.step();
/// assert!(probe.done());
///
/// }).unwrap();
/// ```
pub fn import_core<G>(&mut self, scope: &G, name: &str) -> (Arranged<G, TraceAgent<Tr>>, ShutdownButton<CapabilitySet<Tr::Time>>)
where
G: Scope<Timestamp=Tr::Time>,
{
let trace = self.clone();
let mut shutdown_button = None;
let stream = {
let shutdown_button_ref = &mut shutdown_button;
source(scope, name, move |capability, info| {
let capabilities = Rc::new(RefCell::new(Some(CapabilitySet::new())));
let activator = scope.activator_for(Rc::clone(&info.address));
let queue = self.new_listener(activator);
let activator = scope.activator_for(info.address);
*shutdown_button_ref = Some(ShutdownButton::new(capabilities.clone(), activator));
capabilities.borrow_mut().as_mut().unwrap().insert(capability);
move |output| {
let mut capabilities = capabilities.borrow_mut();
if let Some(ref mut capabilities) = *capabilities {
let mut borrow = queue.1.borrow_mut();
for instruction in borrow.drain(..) {
match instruction {
TraceReplayInstruction::Frontier(frontier) => {
capabilities.downgrade(&frontier.borrow()[..]);
},
TraceReplayInstruction::Batch(batch, hint) => {
if let Some(time) = hint {
if !batch.is_empty() {
let delayed = capabilities.delayed(&time);
output.session(&delayed).give(batch);
}
}
}
}
}
}
}
})
};
(Arranged { stream, trace }, shutdown_button.unwrap())
}
/// Imports an arrangement into the supplied scope.
///
/// This variant of import uses the `get_logical_compaction` to forcibly advance timestamps in updates.
///
/// # Examples
///
/// ```
/// use timely::Config;
/// use timely::progress::frontier::AntichainRef;
/// use timely::dataflow::ProbeHandle;
/// use timely::dataflow::operators::Probe;
/// use timely::dataflow::operators::Inspect;
/// use differential_dataflow::input::InputSession;
/// use differential_dataflow::operators::arrange::ArrangeBySelf;
/// use differential_dataflow::operators::reduce::Reduce;
/// use differential_dataflow::trace::Trace;
/// use differential_dataflow::trace::TraceReader;
/// use differential_dataflow::input::Input;
///
/// ::timely::execute(Config::thread(), |worker| {
///
/// let mut probe = ProbeHandle::new();
///
/// // create a first dataflow
/// let (mut handle, mut trace) = worker.dataflow::<u32,_,_>(|scope| {
/// // create input handle and collection.
/// let (handle, stream) = scope.new_collection();
/// let trace = stream.arrange_by_self().trace;
/// (handle, trace)
/// });
///
/// handle.insert(0); handle.advance_to(1); handle.flush(); worker.step();
/// handle.remove(0); handle.advance_to(2); handle.flush(); worker.step();
/// handle.insert(1); handle.advance_to(3); handle.flush(); worker.step();
/// handle.remove(1); handle.advance_to(4); handle.flush(); worker.step();
/// handle.insert(0); handle.advance_to(5); handle.flush(); worker.step();
///
/// trace.set_logical_compaction(AntichainRef::new(&[5]));
///
/// // create a second dataflow
/// let mut shutdown = worker.dataflow(|scope| {
/// let (arrange, button) = trace.import_frontier(scope, "Import");
/// arrange
/// .as_collection(|k,v| (*k,*v))
/// .inner
/// .inspect(|(d,t,r)| {
/// assert!(t >= &5);
/// })
/// .probe_with(&mut probe);
///
/// button
/// });
///
/// worker.step();
/// worker.step();
/// assert!(!probe.done());
///
/// shutdown.press();
///
/// worker.step();
/// worker.step();
/// assert!(probe.done());
///
/// }).unwrap();
/// ```
pub fn import_frontier<G>(&mut self, scope: &G, name: &str) -> (Arranged<G, TraceFrontier<TraceAgent<Tr>>>, ShutdownButton<CapabilitySet<Tr::Time>>)
where
G: Scope<Timestamp=Tr::Time>,
Tr: TraceReader,
{
// This frontier describes our only guarantee on the compaction frontier.
let since = self.get_logical_compaction().to_owned();
self.import_frontier_core(scope, name, since, Antichain::new())
}
/// Import a trace restricted to a specific time interval `[since, until)`.
///
/// All updates present in the input trace will be first advanced to `since`, and then either emitted,
/// or if greater or equal to `until`, suppressed. Once all times are certain to be greater or equal
/// to `until` the operator capability will be dropped.
///
/// Invoking this method with an `until` of `Antichain::new()` will perform no filtering, as the empty
/// frontier indicates the end of times.
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>,
Tr: TraceReader,
{
let trace = self.clone();
let trace = TraceFrontier::make_from(trace, since.borrow(), until.borrow());
let mut shutdown_button = None;
let stream = {
let shutdown_button_ref = &mut shutdown_button;
source(scope, name, move |capability, info| {
let capabilities = Rc::new(RefCell::new(Some(CapabilitySet::new())));
let activator = scope.activator_for(Rc::clone(&info.address));
let queue = self.new_listener(activator);
let activator = scope.activator_for(info.address);
*shutdown_button_ref = Some(ShutdownButton::new(capabilities.clone(), activator));
capabilities.borrow_mut().as_mut().unwrap().insert(capability);
move |output| {
let mut capabilities = capabilities.borrow_mut();
if let Some(ref mut capabilities) = *capabilities {
let mut borrow = queue.1.borrow_mut();
for instruction in borrow.drain(..) {
// If we have dropped the capabilities due to `until`, attempt no further work.
// Without the capabilities, we should soon be shut down (once this loop ends).
if !capabilities.is_empty() {
match instruction {
TraceReplayInstruction::Frontier(frontier) => {
if timely::PartialOrder::less_equal(&until, &frontier) {
// It might be nice to actively *drop* `capabilities`, but it seems
// complicated logically (i.e. we'd have to break out of the loop).
capabilities.downgrade(&[]);
} else {
capabilities.downgrade(&frontier.borrow()[..]);
}
},
TraceReplayInstruction::Batch(batch, hint) => {
if let Some(time) = hint {
if !batch.is_empty() {
let delayed = capabilities.delayed(&time);
output.session(&delayed).give(BatchFrontier::make_from(batch, since.borrow(), until.borrow()));
}
}
}
}
}
}
}
}
})
};
(Arranged { stream, trace }, shutdown_button.unwrap())
}
}
/// Wrapper than can drop shared references.
pub struct ShutdownButton<T> {
reference: Rc<RefCell<Option<T>>>,
activator: Activator,
}
impl<T> ShutdownButton<T> {
/// Creates a new ShutdownButton.
pub fn new(reference: Rc<RefCell<Option<T>>>, activator: Activator) -> Self {
Self { reference, activator }
}
/// Push the shutdown button, dropping the shared objects.
pub fn press(&mut self) {
*self.reference.borrow_mut() = None;
self.activator.activate();
}
/// Hotwires the button to one that is pressed if dropped.
pub fn press_on_drop(self) -> ShutdownDeadmans<T> {
ShutdownDeadmans {
button: self
}
}
}
/// A deadman's switch version of a shutdown button.
///
/// This type hosts a shutdown button and will press it when dropped.
pub struct ShutdownDeadmans<T> {
button: ShutdownButton<T>,
}
impl<T> Drop for ShutdownDeadmans<T> {
fn drop(&mut self) {
self.button.press();
}
}
impl<Tr> Clone for TraceAgent<Tr>
where
Tr: TraceReader,
{
fn clone(&self) -> Self {
if let Some(logging) = &self.logging {
logging.log(
crate::logging::TraceShare { operator: self.operator.global_id, diff: 1 }
);
}
// increase counts for wrapped `TraceBox`.
let empty_frontier = Antichain::new();
self.trace.borrow_mut().adjust_logical_compaction(empty_frontier.borrow(), self.logical_compaction.borrow());
self.trace.borrow_mut().adjust_physical_compaction(empty_frontier.borrow(), self.physical_compaction.borrow());
TraceAgent {
trace: self.trace.clone(),
queues: self.queues.clone(),
logical_compaction: self.logical_compaction.clone(),
physical_compaction: self.physical_compaction.clone(),
operator: self.operator.clone(),
logging: self.logging.clone(),
temp_antichain: Antichain::new(),
}
}
}
impl<Tr> Drop for TraceAgent<Tr>
where
Tr: TraceReader,
{
fn drop(&mut self) {
if let Some(logging) = &self.logging {
logging.log(
crate::logging::TraceShare { operator: self.operator.global_id, diff: -1 }
);
}
// decrement borrow counts to remove all holds
let empty_frontier = Antichain::new();
self.trace.borrow_mut().adjust_logical_compaction(self.logical_compaction.borrow(), empty_frontier.borrow());
self.trace.borrow_mut().adjust_physical_compaction(self.physical_compaction.borrow(), empty_frontier.borrow());
}
}