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//! Operators that separate one stream into two streams based on some condition
use crate::dataflow::channels::pact::Pipeline;
use crate::dataflow::operators::generic::builder_rc::OperatorBuilder;
use crate::dataflow::{Scope, Stream};
use crate::Data;
/// Extension trait for `Stream`.
pub trait Branch<S: Scope, D: Data> {
/// Takes one input stream and splits it into two output streams.
/// For each record, the supplied closure is called with a reference to
/// the data and its time. If it returns true, the record will be sent
/// to the second returned stream, otherwise it will be sent to the first.
///
/// If the result of the closure only depends on the time, not the data,
/// `branch_when` should be used instead.
///
/// # Examples
/// ```
/// use timely::dataflow::operators::{ToStream, Branch, Inspect};
///
/// timely::example(|scope| {
/// let (odd, even) = (0..10)
/// .to_stream(scope)
/// .branch(|_time, x| *x % 2 == 0);
///
/// even.inspect(|x| println!("even numbers: {:?}", x));
/// odd.inspect(|x| println!("odd numbers: {:?}", x));
/// });
/// ```
fn branch(
&self,
condition: impl Fn(&S::Timestamp, &D) -> bool + 'static,
) -> (Stream<S, D>, Stream<S, D>);
}
impl<S: Scope, D: Data> Branch<S, D> for Stream<S, D> {
fn branch(
&self,
condition: impl Fn(&S::Timestamp, &D) -> bool + 'static,
) -> (Stream<S, D>, Stream<S, D>) {
let mut builder = OperatorBuilder::new("Branch".to_owned(), self.scope());
let mut input = builder.new_input(self, Pipeline);
let (mut output1, stream1) = builder.new_output();
let (mut output2, stream2) = builder.new_output();
builder.build(move |_| {
let mut vector = Vec::new();
move |_frontiers| {
let mut output1_handle = output1.activate();
let mut output2_handle = output2.activate();
input.for_each(|time, data| {
data.swap(&mut vector);
let mut out1 = output1_handle.session(&time);
let mut out2 = output2_handle.session(&time);
for datum in vector.drain(..) {
if condition(&time.time(), &datum) {
out2.give(datum);
} else {
out1.give(datum);
}
}
});
}
});
(stream1, stream2)
}
}
/// Extension trait for `Stream`.
pub trait BranchWhen<S: Scope, D: Data> {
/// Takes one input stream and splits it into two output streams.
/// For each time, the supplied closure is called. If it returns true,
/// the records for that will be sent to the second returned stream, otherwise
/// they will be sent to the first.
///
/// # Examples
/// ```
/// use timely::dataflow::operators::{ToStream, BranchWhen, Inspect, Delay};
///
/// timely::example(|scope| {
/// let (before_five, after_five) = (0..10)
/// .to_stream(scope)
/// .delay(|x,t| *x) // data 0..10 at time 0..10
/// .branch_when(|time| time >= &5);
///
/// before_five.inspect(|x| println!("Times 0-4: {:?}", x));
/// after_five.inspect(|x| println!("Times 5 and later: {:?}", x));
/// });
/// ```
fn branch_when(
&self,
condition: impl Fn(&S::Timestamp) -> bool + 'static,
) -> (Stream<S, D>, Stream<S, D>);
}
impl<S: Scope, D: Data> BranchWhen<S, D> for Stream<S, D> {
fn branch_when(
&self,
condition: impl Fn(&S::Timestamp) -> bool + 'static,
) -> (Stream<S, D>, Stream<S, D>) {
let mut builder = OperatorBuilder::new("Branch".to_owned(), self.scope());
let mut input = builder.new_input(self, Pipeline);
let (mut output1, stream1) = builder.new_output();
let (mut output2, stream2) = builder.new_output();
builder.build(move |_| {
let mut vector = Vec::new();
move |_frontiers| {
let mut output1_handle = output1.activate();
let mut output2_handle = output2.activate();
input.for_each(|time, data| {
data.swap(&mut vector);
let mut out = if condition(&time.time()) {
output2_handle.session(&time)
} else {
output1_handle.session(&time)
};
out.give_vec(&mut vector);
});
}
});
(stream1, stream2)
}
}