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// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License in the LICENSE file at the
// root of this repository, or online at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
use differential_dataflow::consolidation::consolidate_updates;
use differential_dataflow::difference::Semigroup;
use differential_dataflow::Data;
use timely::communication::Push;
use timely::dataflow::channels::Bundle;
use timely::dataflow::operators::generic::OutputHandle;
use timely::dataflow::operators::{Capability, InputCapability};
use timely::progress::Timestamp;
/// A buffer that consolidates updates
///
/// The buffer implements a wrapper around [OutputHandle] consolidating elements pushed to it. It is
/// backed by a capacity-limited buffer, which means that compaction only occurs within the
/// dimensions of the buffer, i.e. the number of unique keys is less than half of the buffer's
/// capacity.
///
/// A cap is retained whenever the current time changes to be able to flush on drop or when the time
/// changes again.
///
/// The buffer is filled with updates until it reaches its capacity. At this point, the updates are
/// consolidated to free up space. This process repeats until the consolidation recovered less than
/// half of the buffer's capacity, at which point the buffer will be shipped.
///
/// The buffer retains a capability to send data on flush. It will flush all data once dropped, if
/// time changes, or if the buffer capacity is reached.
pub struct ConsolidateBuffer<'a, 'b, T, D: Data, R: Semigroup, P>
where
P: Push<Bundle<T, Vec<(D, T, R)>>> + 'a,
T: Data + Timestamp + 'a,
D: 'a,
{
// a buffer for records, to send at self.cap
// Invariant: Buffer only contains data if cap is Some.
buffer: Vec<(D, T, R)>,
output_handle: &'b mut OutputHandle<'a, T, (D, T, R), P>,
cap: Option<Capability<T>>,
port: usize,
previous_len: usize,
}
impl<'a, 'b, T, D: Data, R: Semigroup, P> ConsolidateBuffer<'a, 'b, T, D, R, P>
where
T: Data + Timestamp + 'a,
P: Push<Bundle<T, Vec<(D, T, R)>>> + 'a,
{
/// Create a new [ConsolidateBuffer], wrapping the provided session.
///
/// * `output_handle`: The output to send data to.
/// * 'port': The output port to retain capabilities for.
pub fn new(output_handle: &'b mut OutputHandle<'a, T, (D, T, R), P>, port: usize) -> Self {
Self {
output_handle,
port,
cap: None,
buffer: Vec::with_capacity(::timely::container::buffer::default_capacity::<(D, T, R)>()),
previous_len: 0,
}
}
#[inline]
/// Provides an iterator of elements to the buffer
pub fn give_iterator<I: Iterator<Item = (D, T, R)>>(
&mut self,
cap: &InputCapability<T>,
iter: I,
) {
for item in iter {
self.give(cap, item);
}
}
/// Give an element to the buffer
pub fn give(&mut self, cap: &InputCapability<T>, data: (D, T, R)) {
// Retain a cap for the current time, which will be used on flush.
if self.cap.as_ref().map_or(true, |t| t.time() != cap.time()) {
// Flush on capability change
self.flush();
// Retain capability for the specified output port.
self.cap = Some(cap.delayed_for_output(cap.time(), self.port));
}
self.give_internal(data);
}
/// Give an element to the buffer, using a pre-fabricated capability. Note that the capability
/// must be valid for the associated output.
pub fn give_at(&mut self, cap: &Capability<T>, data: (D, T, R)) {
// Retain a cap for the current time, which will be used on flush.
if self.cap.as_ref().map_or(true, |t| t.time() != cap.time()) {
// Flush on capability change
self.flush();
// Retain capability.
self.cap = Some(cap.clone());
}
self.give_internal(data);
}
/// Give an element and possibly flush the buffer. Note that this needs to have access
/// to a capability, which the public functions ensure.
fn give_internal(&mut self, data: (D, T, R)) {
self.buffer.push(data);
// Limit, if possible, the lifetime of the allocations for data
// and consolidate smaller buffers if we're in the lucky case
// of a small domain for D
if self.buffer.len() >= 2 * self.previous_len {
// Consolidate while the consolidation frees at least half the buffer
consolidate_updates(&mut self.buffer);
if self.buffer.len() > self.buffer.capacity() / 2 {
self.flush();
} else {
self.previous_len = self.buffer.len();
}
// At this point, it is an invariant across give calls that self.previous_len
// will be in the interval [0, self.buffer.capacity() / 2]. So, we will enter
// this if-statement block again when self.buffer.len() == self.buffer.capacity()
// or earlier. If consolidation is not effective to keep self.buffer.len()
// below half capacity, then flushing when more than half-full will
// maintain the invariant.
}
}
/// Flush the internal buffer to the underlying session
pub fn flush(&mut self) {
if let Some(cap) = &self.cap {
self.output_handle.session(cap).give_vec(&mut self.buffer);
// Ensure that the capacity is at least equal to the default in case
// it was reduced by give_vec. Note that we cannot rely here on give_vec
// returning us a buffer with zero capacity.
if self.buffer.capacity() < ::timely::container::buffer::default_capacity::<(D, T, R)>()
{
let to_reserve = ::timely::container::buffer::default_capacity::<(D, T, R)>()
- self.buffer.capacity();
self.buffer.reserve_exact(to_reserve);
}
self.previous_len = 0;
}
}
}
impl<'a, 'b, T, D: Data, R: Semigroup, P> Drop for ConsolidateBuffer<'a, 'b, T, D, R, P>
where
P: Push<Bundle<T, Vec<(D, T, R)>>> + 'a,
T: Data + Timestamp + 'a,
D: 'a,
{
fn drop(&mut self) {
self.flush();
}
}