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| 1 | +//! Partition a stream of records into multiple streams. |
| 2 | +
|
| 3 | +use timely_container::{Container, ContainerBuilder, PushInto, SizableContainer}; |
| 4 | + |
| 5 | +use crate::dataflow::channels::pact::Pipeline; |
| 6 | +use crate::dataflow::operators::generic::builder_rc::OperatorBuilder; |
| 7 | +use crate::dataflow::{Scope, StreamCore}; |
| 8 | +use crate::Data; |
| 9 | + |
| 10 | +/// Partition a stream of records into multiple streams. |
| 11 | +pub trait Partition<G: Scope, C: Container> { |
| 12 | + /// Produces `parts` output streams, containing records produced and assigned by `route`. |
| 13 | + /// |
| 14 | + /// # Examples |
| 15 | + /// ``` |
| 16 | + /// use timely::dataflow::operators::ToStream; |
| 17 | + /// use timely::dataflow::operators::core::{Partition, Inspect}; |
| 18 | + /// |
| 19 | + /// timely::example(|scope| { |
| 20 | + /// let streams = (0..10).to_stream(scope) |
| 21 | + /// .partition(3, |x| (x % 3, x)); |
| 22 | + /// |
| 23 | + /// for (idx, stream) in streams.into_iter().enumerate() { |
| 24 | + /// stream |
| 25 | + /// .container::<Vec<_>>() |
| 26 | + /// .inspect(move |x| println!("seen {idx}: {x:?}")); |
| 27 | + /// } |
| 28 | + /// }); |
| 29 | + /// ``` |
| 30 | + fn partition<CB, D2, F>(&self, parts: u64, route: F) -> Vec<StreamCore<G, CB::Container>> |
| 31 | + where |
| 32 | + CB: ContainerBuilder, |
| 33 | + CB::Container: SizableContainer + PushInto<D2> + Data, |
| 34 | + F: FnMut(C::Item<'_>) -> (u64, D2) + 'static; |
| 35 | +} |
| 36 | + |
| 37 | +impl<G: Scope, C: Container + Data> Partition<G, C> for StreamCore<G, C> { |
| 38 | + fn partition<CB, D2, F>(&self, parts: u64, mut route: F) -> Vec<StreamCore<G, CB::Container>> |
| 39 | + where |
| 40 | + CB: ContainerBuilder, |
| 41 | + CB::Container: SizableContainer + PushInto<D2> + Data, |
| 42 | + F: FnMut(C::Item<'_>) -> (u64, D2) + 'static, |
| 43 | + { |
| 44 | + let mut builder = OperatorBuilder::new("Partition".to_owned(), self.scope()); |
| 45 | + |
| 46 | + let mut input = builder.new_input(self, Pipeline); |
| 47 | + let mut outputs = Vec::with_capacity(parts as usize); |
| 48 | + let mut streams = Vec::with_capacity(parts as usize); |
| 49 | + |
| 50 | + for _ in 0..parts { |
| 51 | + let (output, stream) = builder.new_output(); |
| 52 | + outputs.push(output); |
| 53 | + streams.push(stream); |
| 54 | + } |
| 55 | + |
| 56 | + builder.build(move |_| { |
| 57 | + move |_frontiers| { |
| 58 | + let mut handles = outputs.iter_mut().map(|o| o.activate()).collect::<Vec<_>>(); |
| 59 | + input.for_each(|time, data| { |
| 60 | + let mut sessions = handles |
| 61 | + .iter_mut() |
| 62 | + .map(|h| h.session(&time)) |
| 63 | + .collect::<Vec<_>>(); |
| 64 | + |
| 65 | + for datum in data.drain() { |
| 66 | + let (part, datum2) = route(datum); |
| 67 | + sessions[part as usize].give(datum2); |
| 68 | + } |
| 69 | + }); |
| 70 | + } |
| 71 | + }); |
| 72 | + |
| 73 | + streams |
| 74 | + } |
| 75 | +} |
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