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pact.rs
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234 lines (203 loc) · 8.91 KB
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//! Parallelization contracts, describing requirements for data movement along dataflow edges.
//!
//! Pacts describe how data should be exchanged between workers, and implement a method which
//! creates a pair of `Push` and `Pull` implementors from an `A: AsWorker`. These two endpoints
//! respectively distribute and collect data among workers according to the pact.
//!
//! The only requirement of a pact is that it not alter the number of `D` records at each time `T`.
//! The progress tracking logic assumes that this number is independent of the pact used.
use std::{fmt::{self, Debug}, marker::PhantomData};
use std::hash::{Hash, Hasher};
use timely_container::PushPartitioned;
use crate::communication::{Push, Pull, Data};
use crate::communication::allocator::thread::{ThreadPusher, ThreadPuller};
use crate::Container;
use crate::worker::AsWorker;
use crate::dataflow::channels::pushers::Exchange as ExchangePusher;
use super::{BundleCore, Message};
use crate::logging::{TimelyLogger as Logger, MessagesEvent};
use crate::progress::Timestamp;
/// A `ParallelizationContractCore` allocates paired `Push` and `Pull` implementors.
pub trait ParallelizationContractCore<T, D> {
/// Type implementing `Push` produced by this pact.
type Pusher: Push<BundleCore<T, D>>+'static;
/// Type implementing `Pull` produced by this pact.
type Puller: Pull<BundleCore<T, D>>+'static;
/// Allocates a matched pair of push and pull endpoints implementing the pact.
fn connect<A: AsWorker>(self, allocator: &mut A, identifier: usize, address: &[usize], logging: Option<Logger>) -> (Self::Pusher, Self::Puller);
}
/// A `ParallelizationContractCore` specialized for `Vec` containers
/// TODO: Use trait aliases once stable.
pub trait ParallelizationContract<T, D: Clone>: ParallelizationContractCore<T, Vec<D>> { }
impl<T, D: Clone, P: ParallelizationContractCore<T, Vec<D>>> ParallelizationContract<T, D> for P { }
/// A direct connection
#[derive(Debug)]
pub struct Pipeline;
impl<T: 'static, D: Container> ParallelizationContractCore<T, D> for Pipeline {
type Pusher = LogPusher<T, D, ThreadPusher<BundleCore<T, D>>>;
type Puller = LogPuller<T, D, ThreadPuller<BundleCore<T, D>>>;
fn connect<A: AsWorker>(self, allocator: &mut A, identifier: usize, address: &[usize], logging: Option<Logger>) -> (Self::Pusher, Self::Puller) {
let (pusher, puller) = allocator.pipeline::<Message<T, D>>(identifier, address);
// // ignore `&mut A` and use thread allocator
// let (pusher, puller) = Thread::new::<Bundle<T, D>>();
(LogPusher::new(pusher, allocator.index(), allocator.index(), identifier, logging.clone()),
LogPuller::new(puller, allocator.index(), identifier, logging))
}
}
/// A connection that dynamically distributes records to all workers
#[derive(Debug)]
pub struct Distribute;
impl<T: Timestamp, C: Container + Data> ParallelizationContractCore<T, C> for Distribute {
type Pusher = DistributePusher<LogPusher<T, C, Box<dyn Push<BundleCore<T, C>>>>>;
type Puller = LogPuller<T, C, Box<dyn Pull<BundleCore<T, C>>>>;
fn connect<A: AsWorker>(self, allocator: &mut A, identifier: usize, address: &[usize], logging: Option<Logger>) -> (Self::Pusher, Self::Puller) {
let (senders, receiver) = allocator.allocate::<Message<T, C>>(identifier, address);
let senders = senders.into_iter().enumerate().map(|(i,x)| LogPusher::new(x, allocator.index(), i, identifier, logging.clone())).collect::<Vec<_>>();
(DistributePusher::new(senders), LogPuller::new(receiver, allocator.index(), identifier, logging.clone()))
}
}
/// Distributes records among target pushees.
///
/// It is more efficient than `Exchange` when the target worker doesn't matter
pub struct DistributePusher<P> {
pushers: Vec<P>,
}
impl<P> DistributePusher<P> {
/// Allocates a new `DistributePusher` from a supplied set of pushers
pub fn new(pushers: Vec<P>) -> DistributePusher<P> {
DistributePusher {
pushers,
}
}
}
impl<T: Eq+Data, C: Container, P: Push<BundleCore<T, C>>> Push<BundleCore<T, C>> for DistributePusher<P> {
fn push(&mut self, message: &mut Option<BundleCore<T, C>>) {
let mut state: fnv::FnvHasher = Default::default();
std::time::Instant::now().hash(&mut state);
let worker_idx = (state.finish() as usize) % self.pushers.len();
self.pushers[worker_idx].push(message);
}
}
/// An exchange between multiple observers by data
pub struct ExchangeCore<C, D, F> { hash_func: F, phantom: PhantomData<(C, D)> }
/// [ExchangeCore] specialized to vector-based containers.
pub type Exchange<D, F> = ExchangeCore<Vec<D>, D, F>;
impl<C, D, F: FnMut(&D)->u64+'static> ExchangeCore<C, D, F> {
/// Allocates a new `Exchange` pact from a distribution function.
pub fn new(func: F) -> ExchangeCore<C, D, F> {
ExchangeCore {
hash_func: func,
phantom: PhantomData,
}
}
}
// Exchange uses a `Box<Pushable>` because it cannot know what type of pushable will return from the allocator.
impl<T: Timestamp, C, D: Data+Clone, F: FnMut(&D)->u64+'static> ParallelizationContractCore<T, C> for ExchangeCore<C, D, F>
where
C: Data + Container + PushPartitioned<Item=D>,
{
type Pusher = ExchangePusher<T, C, D, LogPusher<T, C, Box<dyn Push<BundleCore<T, C>>>>, F>;
type Puller = LogPuller<T, C, Box<dyn Pull<BundleCore<T, C>>>>;
fn connect<A: AsWorker>(self, allocator: &mut A, identifier: usize, address: &[usize], logging: Option<Logger>) -> (Self::Pusher, Self::Puller) {
let (senders, receiver) = allocator.allocate::<Message<T, C>>(identifier, address);
let senders = senders.into_iter().enumerate().map(|(i,x)| LogPusher::new(x, allocator.index(), i, identifier, logging.clone())).collect::<Vec<_>>();
(ExchangePusher::new(senders, self.hash_func), LogPuller::new(receiver, allocator.index(), identifier, logging.clone()))
}
}
impl<C, D, F> Debug for ExchangeCore<C, D, F> {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
f.debug_struct("Exchange").finish()
}
}
/// Wraps a `Message<T,D>` pusher to provide a `Push<(T, Content<D>)>`.
#[derive(Debug)]
pub struct LogPusher<T, D, P: Push<BundleCore<T, D>>> {
pusher: P,
channel: usize,
counter: usize,
source: usize,
target: usize,
phantom: PhantomData<(T, D)>,
logging: Option<Logger>,
}
impl<T, D, P: Push<BundleCore<T, D>>> LogPusher<T, D, P> {
/// Allocates a new pusher.
pub fn new(pusher: P, source: usize, target: usize, channel: usize, logging: Option<Logger>) -> Self {
LogPusher {
pusher,
channel,
counter: 0,
source,
target,
phantom: PhantomData,
logging,
}
}
}
impl<T, D: Container, P: Push<BundleCore<T, D>>> Push<BundleCore<T, D>> for LogPusher<T, D, P> {
#[inline]
fn push(&mut self, pair: &mut Option<BundleCore<T, D>>) {
if let Some(bundle) = pair {
self.counter += 1;
// Stamp the sequence number and source.
// FIXME: Awkward moment/logic.
if let Some(message) = bundle.if_mut() {
message.seq = self.counter - 1;
message.from = self.source;
}
if let Some(logger) = self.logging.as_ref() {
logger.log(MessagesEvent {
is_send: true,
channel: self.channel,
source: self.source,
target: self.target,
seq_no: self.counter - 1,
length: bundle.data.len(),
})
}
}
self.pusher.push(pair);
}
}
/// Wraps a `Message<T,D>` puller to provide a `Pull<(T, Content<D>)>`.
#[derive(Debug)]
pub struct LogPuller<T, D, P: Pull<BundleCore<T, D>>> {
puller: P,
channel: usize,
index: usize,
phantom: PhantomData<(T, D)>,
logging: Option<Logger>,
}
impl<T, D, P: Pull<BundleCore<T, D>>> LogPuller<T, D, P> {
/// Allocates a new `Puller`.
pub fn new(puller: P, index: usize, channel: usize, logging: Option<Logger>) -> Self {
LogPuller {
puller,
channel,
index,
phantom: PhantomData,
logging,
}
}
}
impl<T, D: Container, P: Pull<BundleCore<T, D>>> Pull<BundleCore<T, D>> for LogPuller<T, D, P> {
#[inline]
fn pull(&mut self) -> &mut Option<BundleCore<T,D>> {
let result = self.puller.pull();
if let Some(bundle) = result {
let channel = self.channel;
let target = self.index;
if let Some(logger) = self.logging.as_ref() {
logger.log(MessagesEvent {
is_send: false,
channel,
source: bundle.from,
target,
seq_no: bundle.seq,
length: bundle.data.len(),
});
}
}
result
}
}