Trait timely::dataflow::operators::generic::operator::Operator

source · 
pub trait Operator<G: Scope, D1: Container> {
    // Required methods
    fn unary_frontier<D2, B, L, P>(
        &self,
        pact: P,
        name: &str,
        constructor: B
    ) -> StreamCore<G, D2>
       where D2: Container,
             B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L,
             L: FnMut(&mut FrontieredInputHandleCore<'_, G::Timestamp, D1, P::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D2, TeeCore<G::Timestamp, D2>>) + 'static,
             P: ParallelizationContractCore<G::Timestamp, D1>;
    fn unary_notify<D2: Container, L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D2, TeeCore<G::Timestamp, D2>>, &mut Notificator<'_, G::Timestamp>) + 'static, P: ParallelizationContractCore<G::Timestamp, D1>>(
        &self,
        pact: P,
        name: &str,
        init: impl IntoIterator<Item = G::Timestamp>,
        logic: L
    ) -> StreamCore<G, D2>;
    fn unary<D2, B, L, P>(
        &self,
        pact: P,
        name: &str,
        constructor: B
    ) -> StreamCore<G, D2>
       where D2: Container,
             B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L,
             L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D2, TeeCore<G::Timestamp, D2>>) + 'static,
             P: ParallelizationContractCore<G::Timestamp, D1>;
    fn binary_frontier<D2, D3, B, L, P1, P2>(
        &self,
        other: &StreamCore<G, D2>,
        pact1: P1,
        pact2: P2,
        name: &str,
        constructor: B
    ) -> StreamCore<G, D3>
       where D2: Container,
             D3: Container,
             B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L,
             L: FnMut(&mut FrontieredInputHandleCore<'_, G::Timestamp, D1, P1::Puller>, &mut FrontieredInputHandleCore<'_, G::Timestamp, D2, P2::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D3, TeeCore<G::Timestamp, D3>>) + 'static,
             P1: ParallelizationContractCore<G::Timestamp, D1>,
             P2: ParallelizationContractCore<G::Timestamp, D2>;
    fn binary_notify<D2: Container, D3: Container, L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P1::Puller>, &mut InputHandleCore<G::Timestamp, D2, P2::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D3, TeeCore<G::Timestamp, D3>>, &mut Notificator<'_, G::Timestamp>) + 'static, P1: ParallelizationContractCore<G::Timestamp, D1>, P2: ParallelizationContractCore<G::Timestamp, D2>>(
        &self,
        other: &StreamCore<G, D2>,
        pact1: P1,
        pact2: P2,
        name: &str,
        init: impl IntoIterator<Item = G::Timestamp>,
        logic: L
    ) -> StreamCore<G, D3>;
    fn binary<D2, D3, B, L, P1, P2>(
        &self,
        other: &StreamCore<G, D2>,
        pact1: P1,
        pact2: P2,
        name: &str,
        constructor: B
    ) -> StreamCore<G, D3>
       where D2: Container,
             D3: Container,
             B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L,
             L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P1::Puller>, &mut InputHandleCore<G::Timestamp, D2, P2::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D3, TeeCore<G::Timestamp, D3>>) + 'static,
             P1: ParallelizationContractCore<G::Timestamp, D1>,
             P2: ParallelizationContractCore<G::Timestamp, D2>;
    fn sink<L, P>(&self, pact: P, name: &str, logic: L)
       where L: FnMut(&mut FrontieredInputHandleCore<'_, G::Timestamp, D1, P::Puller>) + 'static,
             P: ParallelizationContractCore<G::Timestamp, D1>;
}
Expand description

Methods to construct generic streaming and blocking operators.

Required Methods§

source

fn unary_frontier<D2, B, L, P>( &self, pact: P, name: &str, constructor: B ) -> StreamCore<G, D2>where D2: Container, B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L, L: FnMut(&mut FrontieredInputHandleCore<'_, G::Timestamp, D1, P::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D2, TeeCore<G::Timestamp, D2>>) + 'static, P: ParallelizationContractCore<G::Timestamp, D1>,

Creates a new dataflow operator that partitions its input stream by a parallelization strategy pact, and repeatedly invokes logic, the function returned by the function passed as constructor. logic can read from the input stream, write to the output stream, and inspect the frontier at the input.

Examples
use std::collections::HashMap;
use timely::dataflow::operators::{ToStream, FrontierNotificator};
use timely::dataflow::operators::generic::Operator;
use timely::dataflow::channels::pact::Pipeline;

fn main() {
    timely::example(|scope| {
        (0u64..10).to_stream(scope)
            .unary_frontier(Pipeline, "example", |default_cap, _info| {
                let mut cap = Some(default_cap.delayed(&12));
                let mut notificator = FrontierNotificator::new();
                let mut stash = HashMap::new();
                let mut vector = Vec::new();
                move |input, output| {
                    if let Some(ref c) = cap.take() {
                        output.session(&c).give(12);
                    }
                    while let Some((time, data)) = input.next() {
                        data.swap(&mut vector);
                        stash.entry(time.time().clone())
                             .or_insert(Vec::new())
                             .extend(vector.drain(..));
                    }
                    notificator.for_each(&[input.frontier()], |time, _not| {
                        if let Some(mut vec) = stash.remove(time.time()) {
                            output.session(&time).give_iterator(vec.drain(..));
                        }
                    });
                }
            });
    });
}
source

fn unary_notify<D2: Container, L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D2, TeeCore<G::Timestamp, D2>>, &mut Notificator<'_, G::Timestamp>) + 'static, P: ParallelizationContractCore<G::Timestamp, D1>>( &self, pact: P, name: &str, init: impl IntoIterator<Item = G::Timestamp>, logic: L ) -> StreamCore<G, D2>

Creates a new dataflow operator that partitions its input stream by a parallelization strategy pact, and repeatedly invokes logic, the function returned by the function passed as constructor. logic can read from the input stream, write to the output stream, and inspect the frontier at the input.

Examples
use std::collections::HashMap;
use timely::dataflow::operators::{ToStream, FrontierNotificator};
use timely::dataflow::operators::generic::Operator;
use timely::dataflow::channels::pact::Pipeline;

fn main() {
    timely::example(|scope| {
        let mut vector = Vec::new();
        (0u64..10)
            .to_stream(scope)
            .unary_notify(Pipeline, "example", None, move |input, output, notificator| {
                input.for_each(|time, data| {
                    data.swap(&mut vector);
                    output.session(&time).give_vec(&mut vector);
                    notificator.notify_at(time.retain());
                });
                notificator.for_each(|time, _cnt, _not| {
                    println!("notified at {:?}", time);
                });
            });
    });
}
source

fn unary<D2, B, L, P>( &self, pact: P, name: &str, constructor: B ) -> StreamCore<G, D2>where D2: Container, B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L, L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D2, TeeCore<G::Timestamp, D2>>) + 'static, P: ParallelizationContractCore<G::Timestamp, D1>,

Creates a new dataflow operator that partitions its input stream by a parallelization strategy pact, and repeatedly invokes logic, the function returned by the function passed as constructor. logic can read from the input stream, and write to the output stream.

Examples
use timely::dataflow::operators::{ToStream, FrontierNotificator};
use timely::dataflow::operators::generic::operator::Operator;
use timely::dataflow::channels::pact::Pipeline;
use timely::dataflow::Scope;

timely::example(|scope| {
    (0u64..10).to_stream(scope)
        .unary(Pipeline, "example", |default_cap, _info| {
            let mut cap = Some(default_cap.delayed(&12));
            let mut vector = Vec::new();
            move |input, output| {
                if let Some(ref c) = cap.take() {
                    output.session(&c).give(100);
                }
                while let Some((time, data)) = input.next() {
                    data.swap(&mut vector);
                    output.session(&time).give_vec(&mut vector);
                }
            }
        });
});
source

fn binary_frontier<D2, D3, B, L, P1, P2>( &self, other: &StreamCore<G, D2>, pact1: P1, pact2: P2, name: &str, constructor: B ) -> StreamCore<G, D3>where D2: Container, D3: Container, B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L, L: FnMut(&mut FrontieredInputHandleCore<'_, G::Timestamp, D1, P1::Puller>, &mut FrontieredInputHandleCore<'_, G::Timestamp, D2, P2::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D3, TeeCore<G::Timestamp, D3>>) + 'static, P1: ParallelizationContractCore<G::Timestamp, D1>, P2: ParallelizationContractCore<G::Timestamp, D2>,

Creates a new dataflow operator that partitions its input streams by a parallelization strategy pact, and repeatedly invokes logic, the function returned by the function passed as constructor. logic can read from the input streams, write to the output stream, and inspect the frontier at the inputs.

Examples
use std::collections::HashMap;
use timely::dataflow::operators::{Input, Inspect, FrontierNotificator};
use timely::dataflow::operators::generic::operator::Operator;
use timely::dataflow::channels::pact::Pipeline;

timely::execute(timely::Config::thread(), |worker| {
   let (mut in1, mut in2) = worker.dataflow::<usize,_,_>(|scope| {
       let (in1_handle, in1) = scope.new_input();
       let (in2_handle, in2) = scope.new_input();
       in1.binary_frontier(&in2, Pipeline, Pipeline, "example", |mut _default_cap, _info| {
           let mut notificator = FrontierNotificator::new();
           let mut stash = HashMap::new();
           let mut vector1 = Vec::new();
           let mut vector2 = Vec::new();
           move |input1, input2, output| {
               while let Some((time, data)) = input1.next() {
                   data.swap(&mut vector1);
                   stash.entry(time.time().clone()).or_insert(Vec::new()).extend(vector1.drain(..));
                   notificator.notify_at(time.retain());
               }
               while let Some((time, data)) = input2.next() {
                   data.swap(&mut vector2);
                   stash.entry(time.time().clone()).or_insert(Vec::new()).extend(vector2.drain(..));
                   notificator.notify_at(time.retain());
               }
               notificator.for_each(&[input1.frontier(), input2.frontier()], |time, _not| {
                   if let Some(mut vec) = stash.remove(time.time()) {
                       output.session(&time).give_iterator(vec.drain(..));
                   }
               });
           }
       }).inspect_batch(|t, x| println!("{:?} -> {:?}", t, x));

       (in1_handle, in2_handle)
   });

   for i in 1..10 {
       in1.send(i - 1);
       in1.advance_to(i);
       in2.send(i - 1);
       in2.advance_to(i);
   }
}).unwrap();
source

fn binary_notify<D2: Container, D3: Container, L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P1::Puller>, &mut InputHandleCore<G::Timestamp, D2, P2::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D3, TeeCore<G::Timestamp, D3>>, &mut Notificator<'_, G::Timestamp>) + 'static, P1: ParallelizationContractCore<G::Timestamp, D1>, P2: ParallelizationContractCore<G::Timestamp, D2>>( &self, other: &StreamCore<G, D2>, pact1: P1, pact2: P2, name: &str, init: impl IntoIterator<Item = G::Timestamp>, logic: L ) -> StreamCore<G, D3>

Creates a new dataflow operator that partitions its input streams by a parallelization strategy pact, and repeatedly invokes logic, the function returned by the function passed as constructor. logic can read from the input streams, write to the output stream, and inspect the frontier at the inputs.

Examples
use std::collections::HashMap;
use timely::dataflow::operators::{Input, Inspect, FrontierNotificator};
use timely::dataflow::operators::generic::operator::Operator;
use timely::dataflow::channels::pact::Pipeline;

timely::execute(timely::Config::thread(), |worker| {
   let (mut in1, mut in2) = worker.dataflow::<usize,_,_>(|scope| {
       let (in1_handle, in1) = scope.new_input();
       let (in2_handle, in2) = scope.new_input();

       let mut vector1 = Vec::new();
       let mut vector2 = Vec::new();
       in1.binary_notify(&in2, Pipeline, Pipeline, "example", None, move |input1, input2, output, notificator| {
           input1.for_each(|time, data| {
               data.swap(&mut vector1);
               output.session(&time).give_vec(&mut vector1);
               notificator.notify_at(time.retain());
           });
           input2.for_each(|time, data| {
               data.swap(&mut vector2);
               output.session(&time).give_vec(&mut vector2);
               notificator.notify_at(time.retain());
           });
           notificator.for_each(|time, _cnt, _not| {
               println!("notified at {:?}", time);
           });
       });

       (in1_handle, in2_handle)
   });

   for i in 1..10 {
       in1.send(i - 1);
       in1.advance_to(i);
       in2.send(i - 1);
       in2.advance_to(i);
   }
}).unwrap();
source

fn binary<D2, D3, B, L, P1, P2>( &self, other: &StreamCore<G, D2>, pact1: P1, pact2: P2, name: &str, constructor: B ) -> StreamCore<G, D3>where D2: Container, D3: Container, B: FnOnce(Capability<G::Timestamp>, OperatorInfo) -> L, L: FnMut(&mut InputHandleCore<G::Timestamp, D1, P1::Puller>, &mut InputHandleCore<G::Timestamp, D2, P2::Puller>, &mut OutputHandleCore<'_, G::Timestamp, D3, TeeCore<G::Timestamp, D3>>) + 'static, P1: ParallelizationContractCore<G::Timestamp, D1>, P2: ParallelizationContractCore<G::Timestamp, D2>,

Creates a new dataflow operator that partitions its input streams by a parallelization strategy pact, and repeatedly invokes logic, the function returned by the function passed as constructor. logic can read from the input streams, write to the output stream, and inspect the frontier at the inputs.

Examples
use timely::dataflow::operators::{ToStream, Inspect, FrontierNotificator};
use timely::dataflow::operators::generic::operator::Operator;
use timely::dataflow::channels::pact::Pipeline;
use timely::dataflow::Scope;

timely::example(|scope| {
    let stream2 = (0u64..10).to_stream(scope);
    (0u64..10).to_stream(scope)
        .binary(&stream2, Pipeline, Pipeline, "example", |default_cap, _info| {
            let mut cap = Some(default_cap.delayed(&12));
            let mut vector1 = Vec::new();
            let mut vector2 = Vec::new();
            move |input1, input2, output| {
                if let Some(ref c) = cap.take() {
                    output.session(&c).give(100);
                }
                while let Some((time, data)) = input1.next() {
                    data.swap(&mut vector1);
                    output.session(&time).give_vec(&mut vector1);
                }
                while let Some((time, data)) = input2.next() {
                    data.swap(&mut vector2);
                    output.session(&time).give_vec(&mut vector2);
                }
            }
        }).inspect(|x| println!("{:?}", x));
});
source

fn sink<L, P>(&self, pact: P, name: &str, logic: L)where L: FnMut(&mut FrontieredInputHandleCore<'_, G::Timestamp, D1, P::Puller>) + 'static, P: ParallelizationContractCore<G::Timestamp, D1>,

Creates a new dataflow operator that partitions its input stream by a parallelization strategy pact, and repeatedly invokes the function logic which can read from the input stream and inspect the frontier at the input.

Examples
use timely::dataflow::operators::{ToStream, FrontierNotificator};
use timely::dataflow::operators::generic::operator::Operator;
use timely::dataflow::channels::pact::Pipeline;
use timely::dataflow::Scope;

timely::example(|scope| {
    (0u64..10)
        .to_stream(scope)
        .sink(Pipeline, "example", |input| {
            while let Some((time, data)) = input.next() {
                for datum in data.iter() {
                    println!("{:?}:\t{:?}", time, datum);
                }
            }
        });
});

Implementors§

source§

impl<G: Scope, D1: Container> Operator<G, D1> for StreamCore<G, D1>