use std::collections::VecDeque;
use timely::communication::message::RefOrMut;
use timely::logging::WorkerIdentifier;
use timely::logging_core::Logger;
use timely::progress::{frontier::Antichain, Timestamp};
use crate::difference::Semigroup;
use crate::logging::{BatcherEvent, DifferentialEvent};
use crate::trace::{Batcher, Builder};
pub struct MergeBatcher<K, V, T, D> {
sorter: MergeSorter<(K, V), T, D>,
lower: Antichain<T>,
frontier: Antichain<T>,
}
impl<K, V, T, D> Batcher for MergeBatcher<K, V, T, D>
where
K: Ord + Clone,
V: Ord + Clone,
T: Timestamp,
D: Semigroup,
{
type Input = Vec<((K,V),T,D)>;
type Output = ((K,V),T,D);
type Time = T;
fn new(logger: Option<Logger<DifferentialEvent, WorkerIdentifier>>, operator_id: usize) -> Self {
MergeBatcher {
sorter: MergeSorter::new(logger, operator_id),
frontier: Antichain::new(),
lower: Antichain::from_elem(T::minimum()),
}
}
#[inline(never)]
fn push_batch(&mut self, batch: RefOrMut<Self::Input>) {
match batch {
RefOrMut::Ref(reference) => {
let mut owned: Vec<_> = self.sorter.empty();
owned.clone_from(reference);
self.sorter.push(&mut owned);
},
RefOrMut::Mut(reference) => {
self.sorter.push(reference);
}
}
}
#[inline(never)]
fn seal<B: Builder<Input=Self::Output, Time=Self::Time>>(&mut self, upper: Antichain<T>) -> B::Output {
let mut merged = Vec::new();
self.sorter.finish_into(&mut merged);
let mut builder = {
let mut keys = 0;
let mut vals = 0;
let mut upds = 0;
let mut prev_keyval = None;
for buffer in merged.iter() {
for ((key, val), time, _) in buffer.iter() {
if !upper.less_equal(time) {
if let Some((p_key, p_val)) = prev_keyval {
if p_key != key {
keys += 1;
vals += 1;
}
else if p_val != val {
vals += 1;
}
upds += 1;
} else {
keys += 1;
vals += 1;
upds += 1;
}
prev_keyval = Some((key, val));
}
}
}
B::with_capacity(keys, vals, upds)
};
let mut kept = Vec::new();
let mut keep = Vec::new();
self.frontier.clear();
for mut buffer in merged.drain(..) {
for ((key, val), time, diff) in buffer.drain(..) {
if upper.less_equal(&time) {
self.frontier.insert(time.clone());
if keep.len() == keep.capacity() && !keep.is_empty() {
kept.push(keep);
keep = self.sorter.empty();
}
keep.push(((key, val), time, diff));
}
else {
builder.push(((key, val), time, diff));
}
}
self.sorter.push(&mut buffer);
}
if !keep.is_empty() {
kept.push(keep);
}
if !kept.is_empty() {
self.sorter.push_list(kept);
}
let mut buffer = Vec::new();
self.sorter.push(&mut buffer);
while buffer.capacity() > 0 && std::mem::size_of::<((K,V),T,D)>() > 0 {
buffer = Vec::new();
self.sorter.push(&mut buffer);
}
let seal = builder.done(self.lower.clone(), upper.clone(), Antichain::from_elem(T::minimum()));
self.lower = upper;
seal
}
fn frontier(&mut self) -> timely::progress::frontier::AntichainRef<T> {
self.frontier.borrow()
}
}
struct MergeSorter<D, T, R> {
queue: Vec<Vec<Vec<(D, T, R)>>>,
stash: Vec<Vec<(D, T, R)>>,
logger: Option<Logger<DifferentialEvent, WorkerIdentifier>>,
operator_id: usize,
}
impl<D: Ord, T: Ord, R: Semigroup> MergeSorter<D, T, R> {
const BUFFER_SIZE_BYTES: usize = 1 << 13;
fn buffer_size() -> usize {
let size = ::std::mem::size_of::<(D, T, R)>();
if size == 0 {
Self::BUFFER_SIZE_BYTES
} else if size <= Self::BUFFER_SIZE_BYTES {
Self::BUFFER_SIZE_BYTES / size
} else {
1
}
}
#[inline]
fn new(logger: Option<Logger<DifferentialEvent, WorkerIdentifier>>, operator_id: usize) -> Self {
Self {
logger,
operator_id,
queue: Vec::new(),
stash: Vec::new(),
}
}
#[inline]
pub fn empty(&mut self) -> Vec<(D, T, R)> {
self.stash.pop().unwrap_or_else(|| Vec::with_capacity(Self::buffer_size()))
}
#[inline]
pub fn push(&mut self, batch: &mut Vec<(D, T, R)>) {
let mut batch = if self.stash.len() > 2 {
::std::mem::replace(batch, self.stash.pop().unwrap())
}
else {
::std::mem::take(batch)
};
if !batch.is_empty() {
crate::consolidation::consolidate_updates(&mut batch);
self.account([batch.len()], 1);
self.queue_push(vec![batch]);
while self.queue.len() > 1 && (self.queue[self.queue.len()-1].len() >= self.queue[self.queue.len()-2].len() / 2) {
let list1 = self.queue_pop().unwrap();
let list2 = self.queue_pop().unwrap();
let merged = self.merge_by(list1, list2);
self.queue_push(merged);
}
}
}
pub fn push_list(&mut self, list: Vec<Vec<(D, T, R)>>) {
while self.queue.len() > 1 && self.queue[self.queue.len()-1].len() < list.len() {
let list1 = self.queue_pop().unwrap();
let list2 = self.queue_pop().unwrap();
let merged = self.merge_by(list1, list2);
self.queue_push(merged);
}
self.queue_push(list);
}
#[inline(never)]
pub fn finish_into(&mut self, target: &mut Vec<Vec<(D, T, R)>>) {
while self.queue.len() > 1 {
let list1 = self.queue_pop().unwrap();
let list2 = self.queue_pop().unwrap();
let merged = self.merge_by(list1, list2);
self.queue_push(merged);
}
if let Some(mut last) = self.queue_pop() {
::std::mem::swap(&mut last, target);
}
}
#[inline(never)]
fn merge_by(&mut self, list1: Vec<Vec<(D, T, R)>>, list2: Vec<Vec<(D, T, R)>>) -> Vec<Vec<(D, T, R)>> {
self.account(list1.iter().chain(list2.iter()).map(Vec::len), -1);
use std::cmp::Ordering;
let mut output = Vec::with_capacity(list1.len() + list2.len());
let mut result = self.empty();
let mut list1 = list1.into_iter();
let mut list2 = list2.into_iter();
let mut head1 = VecDeque::from(list1.next().unwrap_or_default());
let mut head2 = VecDeque::from(list2.next().unwrap_or_default());
while !head1.is_empty() && !head2.is_empty() {
while (result.capacity() - result.len()) > 0 && !head1.is_empty() && !head2.is_empty() {
let cmp = {
let x = head1.front().unwrap();
let y = head2.front().unwrap();
(&x.0, &x.1).cmp(&(&y.0, &y.1))
};
match cmp {
Ordering::Less => result.push(head1.pop_front().unwrap()),
Ordering::Greater => result.push(head2.pop_front().unwrap()),
Ordering::Equal => {
let (data1, time1, mut diff1) = head1.pop_front().unwrap();
let (_data2, _time2, diff2) = head2.pop_front().unwrap();
diff1.plus_equals(&diff2);
if !diff1.is_zero() {
result.push((data1, time1, diff1));
}
}
}
}
if result.capacity() == result.len() {
output.push(result);
result = self.empty();
}
if head1.is_empty() {
let done1 = Vec::from(head1);
if done1.capacity() == Self::buffer_size() { self.stash.push(done1); }
head1 = VecDeque::from(list1.next().unwrap_or_default());
}
if head2.is_empty() {
let done2 = Vec::from(head2);
if done2.capacity() == Self::buffer_size() { self.stash.push(done2); }
head2 = VecDeque::from(list2.next().unwrap_or_default());
}
}
if !result.is_empty() { output.push(result); }
else if result.capacity() > 0 { self.stash.push(result); }
if !head1.is_empty() {
let mut result = self.empty();
for item1 in head1 { result.push(item1); }
output.push(result);
}
output.extend(list1);
if !head2.is_empty() {
let mut result = self.empty();
for item2 in head2 { result.push(item2); }
output.push(result);
}
output.extend(list2);
output
}
}
impl<D, T, R> MergeSorter<D, T, R> {
#[inline]
fn queue_pop(&mut self) -> Option<Vec<Vec<(D, T, R)>>> {
let batch = self.queue.pop();
self.account(batch.iter().flatten().map(Vec::len), -1);
batch
}
#[inline]
fn queue_push(&mut self, batch: Vec<Vec<(D, T, R)>>) {
self.account(batch.iter().map(Vec::len), 1);
self.queue.push(batch);
}
fn account<I: IntoIterator<Item=usize>>(&self, items: I, diff: isize) {
if let Some(logger) = &self.logger {
let mut records= 0isize;
for len in items {
records = records.saturating_add_unsigned(len);
}
logger.log(BatcherEvent {
operator: self.operator_id,
records_diff: records * diff,
size_diff: 0,
capacity_diff: 0,
allocations_diff: 0,
})
}
}
}
impl<D, T, R> Drop for MergeSorter<D, T, R> {
fn drop(&mut self) {
while self.queue_pop().is_some() { }
}
}