1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Use of this software is governed by the Business Source License
// included in the LICENSE file.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0.

//! Types to build async operators with general shapes.

use std::cell::{Cell, RefCell};
use std::collections::VecDeque;
use std::future::Future;
use std::pin::Pin;
use std::rc::Rc;
use std::sync::atomic::{AtomicBool, Ordering};
use std::sync::Arc;
use std::task::{ready, Context, Poll, Waker};

use futures_util::task::ArcWake;
use futures_util::Stream;
use timely::communication::{Pull, Push};
use timely::container::columnation::Columnation;
use timely::container::{CapacityContainerBuilder, ContainerBuilder, PushInto};
use timely::dataflow::channels::pact::ParallelizationContract;
use timely::dataflow::channels::pushers::Tee;
use timely::dataflow::channels::Message;
use timely::dataflow::operators::generic::builder_rc::OperatorBuilder as OperatorBuilderRc;
use timely::dataflow::operators::generic::{
    InputHandleCore, OperatorInfo, OutputHandleCore, OutputWrapper,
};
use timely::dataflow::operators::{Capability, CapabilitySet, InputCapability};
use timely::dataflow::{Scope, StreamCore};
use timely::progress::{Antichain, Timestamp};
use timely::scheduling::{Activator, SyncActivator};
use timely::{Bincode, Container, PartialOrder};

use crate::containers::stack::{AccountedStackBuilder, StackWrapper};

/// Builds async operators with generic shape.
pub struct OperatorBuilder<G: Scope> {
    builder: OperatorBuilderRc<G>,
    /// The activator for this operator
    activator: Activator,
    /// The waker set up to activate this timely operator when woken
    operator_waker: Arc<TimelyWaker>,
    /// The currently known upper frontier of each of the input handles.
    input_frontiers: Vec<Antichain<G::Timestamp>>,
    /// Input queues for each of the declared inputs of the operator.
    input_queues: Vec<Box<dyn InputQueue<G::Timestamp>>>,
    /// Holds type erased closures that flush an output handle when called. These handles will be
    /// automatically drained when the operator is scheduled after the logic future has been polled
    output_flushes: Vec<Box<dyn FnMut()>>,
    /// A handle to check whether all workers have pressed the shutdown button.
    shutdown_handle: ButtonHandle,
    /// A button to coordinate shutdown of this operator among workers.
    shutdown_button: Button,
}

/// A helper trait abstracting over an input handle. It facilitates keeping around type erased
/// handles for each of the operator inputs.
trait InputQueue<T: Timestamp> {
    /// Accepts all available input into local queues.
    fn accept_input(&mut self);

    /// Drains all available input and empties the local queue.
    fn drain_input(&mut self);

    /// Registers a frontier notification to be delivered.
    fn notify_progress(&mut self, upper: Antichain<T>);
}

impl<T, D, C, P> InputQueue<T> for InputHandleQueue<T, D, C, P>
where
    T: Timestamp,
    D: Container,
    C: InputConnection<T> + 'static,
    P: Pull<Message<T, D>> + 'static,
{
    fn accept_input(&mut self) {
        let mut queue = self.queue.borrow_mut();
        let mut new_data = false;
        while let Some((cap, data)) = self.handle.next() {
            new_data = true;
            let cap = self.connection.accept(cap);
            queue.push_back(Event::Data(cap, std::mem::take(data)));
        }
        if new_data {
            if let Some(waker) = self.waker.take() {
                waker.wake();
            }
        }
    }

    fn drain_input(&mut self) {
        self.queue.borrow_mut().clear();
        self.handle.for_each(|_, _| {});
    }

    fn notify_progress(&mut self, upper: Antichain<T>) {
        let mut queue = self.queue.borrow_mut();
        // It's beneficial to consolidate two consecutive progress statements into one if the
        // operator hasn't seen the previous progress yet. This also avoids accumulation of
        // progress statements in the queue if the operator only conditionally checks this input.
        match queue.back_mut() {
            Some(&mut Event::Progress(ref mut prev_upper)) => *prev_upper = upper,
            _ => queue.push_back(Event::Progress(upper)),
        }
        if let Some(waker) = self.waker.take() {
            waker.wake();
        }
    }
}

struct InputHandleQueue<
    T: Timestamp,
    D: Container,
    C: InputConnection<T>,
    P: Pull<Message<T, D>> + 'static,
> {
    queue: Rc<RefCell<VecDeque<Event<T, C::Capability, D>>>>,
    waker: Rc<Cell<Option<Waker>>>,
    connection: C,
    handle: InputHandleCore<T, D, P>,
}

/// An async Waker that activates a specific operator when woken and marks the task as ready
struct TimelyWaker {
    activator: SyncActivator,
    active: AtomicBool,
    task_ready: AtomicBool,
}

impl ArcWake for TimelyWaker {
    fn wake_by_ref(arc_self: &Arc<Self>) {
        arc_self.task_ready.store(true, Ordering::SeqCst);
        // Only activate the timely operator if it's not already active to avoid an infinite loop
        if !arc_self.active.load(Ordering::SeqCst) {
            // We don't have any guarantees about how long the Waker will be held for and so we
            // must be prepared for the receiving end to have hung up when we finally do get woken.
            // This can happen if by the time the waker is called the receiving timely worker has
            // been shutdown. For this reason we ignore the activation error.
            let _ = arc_self.activator.activate();
        }
    }
}

/// Async handle to an operator's input stream
pub struct AsyncInputHandle<T: Timestamp, D: Container, C: InputConnection<T>> {
    queue: Rc<RefCell<VecDeque<Event<T, C::Capability, D>>>>,
    waker: Rc<Cell<Option<Waker>>>,
    /// Whether this handle has finished producing data
    done: bool,
}

impl<T: Timestamp, D: Container, C: InputConnection<T>> AsyncInputHandle<T, D, C> {
    pub fn next_sync(&mut self) -> Option<Event<T, C::Capability, D>> {
        let mut queue = self.queue.borrow_mut();
        match queue.pop_front()? {
            Event::Data(cap, data) => Some(Event::Data(cap, data)),
            Event::Progress(frontier) => {
                self.done = frontier.is_empty();
                Some(Event::Progress(frontier))
            }
        }
    }

    /// Waits for the handle to have data. After this function returns it is guaranteed that at
    /// least one call to `next_sync` will be `Some(_)`.
    pub async fn ready(&self) {
        std::future::poll_fn(|cx| self.poll_ready(cx)).await
    }

    fn poll_ready(&self, cx: &Context<'_>) -> Poll<()> {
        if self.queue.borrow().is_empty() {
            self.waker.set(Some(cx.waker().clone()));
            Poll::Pending
        } else {
            Poll::Ready(())
        }
    }
}

impl<T: Timestamp, D: Container, C: InputConnection<T>> Stream for AsyncInputHandle<T, D, C> {
    type Item = Event<T, C::Capability, D>;

    fn poll_next(mut self: Pin<&mut Self>, cx: &mut Context<'_>) -> Poll<Option<Self::Item>> {
        if self.done {
            return Poll::Ready(None);
        }
        ready!(self.poll_ready(cx));
        Poll::Ready(self.next_sync())
    }

    fn size_hint(&self) -> (usize, Option<usize>) {
        (self.queue.borrow().len(), None)
    }
}

/// An event of an input stream
#[derive(Debug)]
pub enum Event<T: Timestamp, C, D> {
    /// A data event
    Data(C, D),
    /// A progress event
    Progress(Antichain<T>),
}

pub struct AsyncOutputHandle<
    T: Timestamp,
    CB: ContainerBuilder,
    P: Push<Message<T, CB::Container>> + 'static,
> {
    // The field order is important here as the handle is borrowing from the wrapper. See also the
    // safety argument in the constructor
    handle: Rc<RefCell<OutputHandleCore<'static, T, CB, P>>>,
    wrapper: Rc<Pin<Box<OutputWrapper<T, CB, P>>>>,
    index: usize,
}

impl<T, C, P> AsyncOutputHandle<T, CapacityContainerBuilder<C>, P>
where
    T: Timestamp,
    C: Container + Clone + 'static,
    P: Push<Message<T, C>> + 'static,
{
    #[inline]
    pub fn give_container(&self, cap: &Capability<T>, container: &mut C) {
        let mut handle = self.handle.borrow_mut();
        handle.session_with_builder(cap).give_container(container);
    }
}

impl<T, CB, P> AsyncOutputHandle<T, CB, P>
where
    T: Timestamp,
    CB: ContainerBuilder,
    P: Push<Message<T, CB::Container>> + 'static,
{
    fn new(wrapper: OutputWrapper<T, CB, P>, index: usize) -> Self {
        let mut wrapper = Rc::new(Box::pin(wrapper));
        // SAFETY:
        // get_unchecked_mut is safe because we are not moving the wrapper
        //
        // transmute is safe because:
        // * We're erasing the lifetime but we guarantee through field order that the handle will
        //   be dropped before the wrapper, thus manually enforcing the lifetime.
        // * We never touch wrapper again after this point
        let handle = unsafe {
            let handle = Rc::get_mut(&mut wrapper)
                .unwrap()
                .as_mut()
                .get_unchecked_mut()
                .activate();
            std::mem::transmute::<OutputHandleCore<'_, T, CB, P>, OutputHandleCore<'static, T, CB, P>>(
                handle,
            )
        };
        Self {
            wrapper,
            handle: Rc::new(RefCell::new(handle)),
            index,
        }
    }

    fn cease(&self) {
        self.handle.borrow_mut().cease()
    }
}

impl<T, C, P> AsyncOutputHandle<T, CapacityContainerBuilder<C>, P>
where
    T: Timestamp,
    C: Container + Clone + 'static,
    P: Push<Message<T, C>> + 'static,
{
    pub fn give<D>(&self, cap: &Capability<T>, data: D)
    where
        CapacityContainerBuilder<C>: PushInto<D>,
    {
        let mut handle = self.handle.borrow_mut();
        handle.session_with_builder(cap).give(data);
    }
}

impl<T, D, P>
    AsyncOutputHandle<T, AccountedStackBuilder<CapacityContainerBuilder<StackWrapper<D>>>, P>
where
    D: timely::Data + Columnation,
    T: Timestamp,
    P: Push<Message<T, StackWrapper<D>>>,
{
    pub const MAX_OUTSTANDING_BYTES: usize = 128 * 1024 * 1024;

    /// Provides one record at the time specified by the capability. This method will automatically
    /// yield back to timely after [Self::MAX_OUTSTANDING_BYTES] have been produced.
    pub async fn give_fueled<D2>(&self, cap: &Capability<T>, data: D2)
    where
        StackWrapper<D>: PushInto<D2>,
    {
        let should_yield = {
            let mut handle = self.handle.borrow_mut();
            let mut session = handle.session_with_builder(cap);
            session.push_into(data);
            let should_yield = session.builder().bytes.get() > Self::MAX_OUTSTANDING_BYTES;
            if should_yield {
                session.builder().bytes.set(0);
            }
            should_yield
        };
        if should_yield {
            tokio::task::yield_now().await;
        }
    }
}

impl<T: Timestamp, CB: ContainerBuilder, P: Push<Message<T, CB::Container>> + 'static> Clone
    for AsyncOutputHandle<T, CB, P>
{
    fn clone(&self) -> Self {
        Self {
            handle: Rc::clone(&self.handle),
            wrapper: Rc::clone(&self.wrapper),
            index: self.index,
        }
    }
}

/// A trait describing the connection behavior between an input of an operator and zero or more of
/// its outputs.
pub trait InputConnection<T: Timestamp> {
    /// The capability type associated with this connection behavior.
    type Capability;

    /// Generates a summary description of the connection behavior given the number of outputs.
    fn describe(&self, outputs: usize) -> Vec<Antichain<T::Summary>>;

    /// Accepts an input capability.
    fn accept(&self, input_cap: InputCapability<T>) -> Self::Capability;
}

/// A marker type representing a disconnected input.
pub struct Disconnected;

impl<T: Timestamp> InputConnection<T> for Disconnected {
    type Capability = T;

    fn describe(&self, outputs: usize) -> Vec<Antichain<T::Summary>> {
        vec![Antichain::new(); outputs]
    }

    fn accept(&self, input_cap: InputCapability<T>) -> Self::Capability {
        input_cap.time().clone()
    }
}

/// A marker type representing an input connected to exactly one output.
pub struct ConnectedToOne(usize);

impl<T: Timestamp> InputConnection<T> for ConnectedToOne {
    type Capability = Capability<T>;

    fn describe(&self, outputs: usize) -> Vec<Antichain<T::Summary>> {
        let mut summary = vec![Antichain::new(); outputs];
        summary[self.0] = Antichain::from_elem(T::Summary::default());
        summary
    }

    fn accept(&self, input_cap: InputCapability<T>) -> Self::Capability {
        input_cap.retain_for_output(self.0)
    }
}

/// A marker type representing an input connected to many outputs.
pub struct ConnectedToMany<const N: usize>([usize; N]);

impl<const N: usize, T: Timestamp> InputConnection<T> for ConnectedToMany<N> {
    type Capability = [Capability<T>; N];

    fn describe(&self, outputs: usize) -> Vec<Antichain<T::Summary>> {
        let mut summary = vec![Antichain::new(); outputs];
        for output in self.0 {
            summary[output] = Antichain::from_elem(T::Summary::default());
        }
        summary
    }

    fn accept(&self, input_cap: InputCapability<T>) -> Self::Capability {
        self.0
            .map(|output| input_cap.delayed_for_output(input_cap.time(), output))
    }
}

/// A helper trait abstracting over an output handle. It facilitates passing type erased
/// output handles during operator construction.
/// It is not meant to be implemented by users.
pub trait OutputIndex {
    /// The output index of this handle.
    fn index(&self) -> usize;
}

impl<T: Timestamp, CB: ContainerBuilder> OutputIndex
    for AsyncOutputHandle<T, CB, Tee<T, CB::Container>>
{
    fn index(&self) -> usize {
        self.index
    }
}

impl<G: Scope> OperatorBuilder<G> {
    /// Allocates a new generic async operator builder from its containing scope.
    pub fn new(name: String, mut scope: G) -> Self {
        let builder = OperatorBuilderRc::new(name, scope.clone());
        let info = builder.operator_info();
        let activator = scope.activator_for(Rc::clone(&info.address));
        let sync_activator = scope.sync_activator_for(info.address.to_vec());
        let operator_waker = TimelyWaker {
            activator: sync_activator,
            active: AtomicBool::new(false),
            task_ready: AtomicBool::new(true),
        };
        let (shutdown_handle, shutdown_button) = button(&mut scope, info.address);

        OperatorBuilder {
            builder,
            activator,
            operator_waker: Arc::new(operator_waker),
            input_frontiers: Default::default(),
            input_queues: Default::default(),
            output_flushes: Default::default(),
            shutdown_handle,
            shutdown_button,
        }
    }

    /// Adds a new input that is connected to the specified output, returning the async input handle to use.
    pub fn new_input_for<D, P>(
        &mut self,
        stream: &StreamCore<G, D>,
        pact: P,
        output: &dyn OutputIndex,
    ) -> AsyncInputHandle<G::Timestamp, D, ConnectedToOne>
    where
        D: Container + 'static,
        P: ParallelizationContract<G::Timestamp, D>,
    {
        let index = output.index();
        assert!(index < self.builder.shape().outputs());
        self.new_input_connection(stream, pact, ConnectedToOne(index))
    }

    /// Adds a new input that is connected to the specified outputs, returning the async input handle to use.
    pub fn new_input_for_many<const N: usize, D, P>(
        &mut self,
        stream: &StreamCore<G, D>,
        pact: P,
        outputs: [&dyn OutputIndex; N],
    ) -> AsyncInputHandle<G::Timestamp, D, ConnectedToMany<N>>
    where
        D: Container + 'static,
        P: ParallelizationContract<G::Timestamp, D>,
    {
        let indices = outputs.map(|output| output.index());
        for index in indices {
            assert!(index < self.builder.shape().outputs());
        }
        self.new_input_connection(stream, pact, ConnectedToMany(indices))
    }

    /// Adds a new input that is not connected to any output, returning the async input handle to use.
    pub fn new_disconnected_input<D, P>(
        &mut self,
        stream: &StreamCore<G, D>,
        pact: P,
    ) -> AsyncInputHandle<G::Timestamp, D, Disconnected>
    where
        D: Container + 'static,
        P: ParallelizationContract<G::Timestamp, D>,
    {
        self.new_input_connection(stream, pact, Disconnected)
    }

    /// Adds a new input with connection information, returning the async input handle to use.
    pub fn new_input_connection<D, P, C>(
        &mut self,
        stream: &StreamCore<G, D>,
        pact: P,
        connection: C,
    ) -> AsyncInputHandle<G::Timestamp, D, C>
    where
        D: Container + 'static,
        P: ParallelizationContract<G::Timestamp, D>,
        C: InputConnection<G::Timestamp> + 'static,
    {
        self.input_frontiers
            .push(Antichain::from_elem(G::Timestamp::minimum()));

        let outputs = self.builder.shape().outputs();
        let handle = self
            .builder
            .new_input_connection(stream, pact, connection.describe(outputs));

        let waker = Default::default();
        let queue = Default::default();
        let input_queue = InputHandleQueue {
            queue: Rc::clone(&queue),
            waker: Rc::clone(&waker),
            connection,
            handle,
        };
        self.input_queues.push(Box::new(input_queue));

        AsyncInputHandle {
            queue,
            waker,
            done: false,
        }
    }

    /// Adds a new output, returning the output handle and stream.
    pub fn new_output<CB: ContainerBuilder>(
        &mut self,
    ) -> (
        AsyncOutputHandle<G::Timestamp, CB, Tee<G::Timestamp, CB::Container>>,
        StreamCore<G, CB::Container>,
    ) {
        let index = self.builder.shape().outputs();

        let connection = vec![Antichain::new(); self.builder.shape().inputs()];
        let (wrapper, stream) = self.builder.new_output_connection(connection);

        let handle = AsyncOutputHandle::new(wrapper, index);

        let flush_handle = handle.clone();
        self.output_flushes
            .push(Box::new(move || flush_handle.cease()));

        (handle, stream)
    }

    /// Creates an operator implementation from supplied logic constructor. It returns a shutdown
    /// button that when pressed it will cause the logic future to be dropped and input handles to
    /// be drained. The button can be converted into a token by using
    /// [`Button::press_on_drop`]
    pub fn build<B, L>(self, constructor: B) -> Button
    where
        B: FnOnce(Vec<Capability<G::Timestamp>>) -> L,
        L: Future + 'static,
    {
        let operator_waker = self.operator_waker;
        let mut input_frontiers = self.input_frontiers;
        let mut input_queues = self.input_queues;
        let mut output_flushes = self.output_flushes;
        let mut shutdown_handle = self.shutdown_handle;
        self.builder.build_reschedule(move |caps| {
            let mut logic_fut = Some(Box::pin(constructor(caps)));
            move |new_frontiers| {
                operator_waker.active.store(true, Ordering::SeqCst);
                for (i, queue) in input_queues.iter_mut().enumerate() {
                    // First, discover if there are any frontier notifications
                    let cur = &mut input_frontiers[i];
                    let new = new_frontiers[i].frontier();
                    if PartialOrder::less_than(&cur.borrow(), &new) {
                        queue.notify_progress(new.to_owned());
                        *cur = new.to_owned();
                    }
                    // Then accept all input into local queues. This step registers the received
                    // messages with progress tracking.
                    queue.accept_input();
                }
                operator_waker.active.store(false, Ordering::SeqCst);

                // If our worker pressed the button we stop scheduling the logic future and/or
                // draining the input handles to stop producing data and frontier updates
                // downstream.
                if shutdown_handle.local_pressed() {
                    // When all workers press their buttons we drop the logic future and start
                    // draining the input handles.
                    if shutdown_handle.all_pressed() {
                        logic_fut = None;
                        for queue in input_queues.iter_mut() {
                            queue.drain_input();
                        }
                        false
                    } else {
                        true
                    }
                } else {
                    // Schedule the logic future if any of the wakers above marked the task as ready
                    if let Some(fut) = logic_fut.as_mut() {
                        if operator_waker.task_ready.load(Ordering::SeqCst) {
                            let waker = futures_util::task::waker_ref(&operator_waker);
                            let mut cx = Context::from_waker(&waker);
                            operator_waker.task_ready.store(false, Ordering::SeqCst);
                            if Pin::new(fut).poll(&mut cx).is_ready() {
                                // We're done with logic so deallocate the task
                                logic_fut = None;
                            }
                            // Flush all the outputs before exiting
                            for flush in output_flushes.iter_mut() {
                                (flush)();
                            }
                        }
                    }

                    // The timely operator needs to be kept alive if the task is pending
                    if logic_fut.is_some() {
                        true
                    } else {
                        // Othewise we should keep draining all inputs
                        for queue in input_queues.iter_mut() {
                            queue.drain_input();
                        }
                        false
                    }
                }
            }
        });

        self.shutdown_button
    }

    /// Creates a fallible operator implementation from supplied logic constructor. If the `Future`
    /// resolves to an error it will be emitted in the returned error stream and then the operator
    /// will wait indefinitely until the shutdown button is pressed.
    ///
    /// # Capability handling
    ///
    /// Unlike [`OperatorBuilder::build`], this method does not give owned capabilities to the
    /// constructor. All initial capabilities are wrapped in a `CapabilitySet` and a mutable
    /// reference to them is given instead. This is done to avoid storing owned capabilities in the
    /// state of the logic future which would make using the `?` operator unsafe, since the
    /// frontiers would incorrectly advance, potentially causing incorrect actions downstream.
    ///
    /// ```ignore
    /// builder.build_fallible(|caps| Box::pin(async move {
    ///     // Assert that we have the number of capabilities we expect
    ///     // `cap` will be a `&mut Option<Capability<T>>`:
    ///     let [cap_set]: &mut [_; 1] = caps.try_into().unwrap();
    ///
    ///     // Using cap to send data:
    ///     output.give(&cap_set[0], 42);
    ///
    ///     // Using cap_set to downgrade it:
    ///     cap_set.downgrade([]);
    ///
    ///     // Explicitly dropping the capability:
    ///     // Simply running `drop(cap_set)` will only drop the reference and not the capability set itself!
    ///     *cap_set = CapabilitySet::new();
    ///
    ///     // !! BIG WARNING !!:
    ///     // It is tempting to `take` the capability out of the set for convenience. This will
    ///     // move the capability into the future state, tying its lifetime to it, which will get
    ///     // dropped when an error is hit, causing incorrect progress statements.
    ///     let cap = cap_set.delayed(&Timestamp::minimum());
    ///     *cap_set = CapabilitySet::new(); // DO NOT DO THIS
    /// }));
    /// ```
    pub fn build_fallible<E: 'static, F>(
        mut self,
        constructor: F,
    ) -> (Button, StreamCore<G, Vec<Rc<E>>>)
    where
        F: for<'a> FnOnce(
                &'a mut [CapabilitySet<G::Timestamp>],
            ) -> Pin<Box<dyn Future<Output = Result<(), E>> + 'a>>
            + 'static,
    {
        // Create a new completely disconnected output
        let (error_output, error_stream) = self.new_output();
        let button = self.build(|mut caps| async move {
            let error_cap = caps.pop().unwrap();
            let mut caps = caps
                .into_iter()
                .map(CapabilitySet::from_elem)
                .collect::<Vec<_>>();
            if let Err(err) = constructor(&mut *caps).await {
                error_output.give(&error_cap, Rc::new(err));
                drop(error_cap);
                // IMPORTANT: wedge this operator until the button is pressed. Returning would drop
                // the capabilities and could produce incorrect progress statements.
                std::future::pending().await
            }
        });
        (button, error_stream)
    }

    /// Creates operator info for the operator.
    pub fn operator_info(&self) -> OperatorInfo {
        self.builder.operator_info()
    }

    /// Returns the activator for the operator.
    pub fn activator(&self) -> &Activator {
        &self.activator
    }
}

/// Creates a new coordinated button the worker configuration described by `scope`.
pub fn button<G: Scope>(scope: &mut G, addr: Rc<[usize]>) -> (ButtonHandle, Button) {
    let index = scope.new_identifier();
    let (pushers, puller) = scope.allocate(index, addr);

    let local_pressed = Rc::new(Cell::new(false));

    let handle = ButtonHandle {
        buttons_remaining: scope.peers(),
        local_pressed: Rc::clone(&local_pressed),
        puller,
    };

    let token = Button {
        pushers,
        local_pressed,
    };

    (handle, token)
}

/// A button that can be used to coordinate an action after all workers have pressed it.
pub struct ButtonHandle {
    /// The number of buttons still unpressed among workers.
    buttons_remaining: usize,
    /// A flag indicating whether this worker has pressed its button.
    local_pressed: Rc<Cell<bool>>,
    puller: Box<dyn Pull<Bincode<bool>>>,
}

impl ButtonHandle {
    /// Returns whether this worker has pressed its button.
    pub fn local_pressed(&self) -> bool {
        self.local_pressed.get()
    }

    /// Returns whether all workers have pressed their buttons.
    pub fn all_pressed(&mut self) -> bool {
        while self.puller.recv().is_some() {
            self.buttons_remaining -= 1;
        }
        self.buttons_remaining == 0
    }
}

pub struct Button {
    pushers: Vec<Box<dyn Push<Bincode<bool>>>>,
    local_pressed: Rc<Cell<bool>>,
}

impl Button {
    /// Presses the button. It is safe to call this function multiple times.
    pub fn press(&mut self) {
        for mut pusher in self.pushers.drain(..) {
            pusher.send(Bincode::from(true));
            pusher.done();
        }
        self.local_pressed.set(true);
    }

    /// Converts this button into a deadman's switch that will automatically press the button when
    /// dropped.
    pub fn press_on_drop(self) -> PressOnDropButton {
        PressOnDropButton(self)
    }
}

pub struct PressOnDropButton(Button);

impl Drop for PressOnDropButton {
    fn drop(&mut self) {
        self.0.press();
    }
}

#[cfg(test)]
mod test {
    use futures_util::StreamExt;
    use timely::dataflow::channels::pact::Pipeline;
    use timely::dataflow::operators::capture::Extract;
    use timely::dataflow::operators::{Capture, ToStream};
    use timely::WorkerConfig;

    use super::*;

    #[mz_ore::test]
    fn async_operator() {
        let capture = timely::example(|scope| {
            let input = (0..10).to_stream(scope);

            let mut op = OperatorBuilder::new("async_passthru".to_string(), input.scope());
            let (output, output_stream) = op.new_output();
            let mut input_handle = op.new_input_for(&input, Pipeline, &output);

            op.build(move |_capabilities| async move {
                tokio::task::yield_now().await;
                while let Some(event) = input_handle.next().await {
                    match event {
                        Event::Data(cap, data) => {
                            for item in data.iter().copied() {
                                tokio::task::yield_now().await;
                                output.give(&cap, item);
                            }
                        }
                        Event::Progress(_frontier) => {}
                    }
                }
            });

            output_stream.capture()
        });
        let extracted = capture.extract();

        assert_eq!(extracted, vec![(0, vec![0, 1, 2, 3, 4, 5, 6, 7, 8, 9])]);
    }

    #[mz_ore::test]
    fn gh_18837() {
        let (builders, other) = timely::CommunicationConfig::Process(2).try_build().unwrap();
        timely::execute::execute_from(builders, other, WorkerConfig::default(), |worker| {
            let index = worker.index();
            let tokens = worker.dataflow::<u64, _, _>(move |scope| {
                let mut producer = OperatorBuilder::new("producer".to_string(), scope.clone());
                let (_output, output_stream) =
                    producer.new_output::<CapacityContainerBuilder<Vec<usize>>>();
                let producer_button = producer.build(move |mut capabilities| async move {
                    let mut cap = capabilities.pop().unwrap();
                    if index != 0 {
                        return;
                    }
                    // Worker 0 downgrades to 1 and keeps the capability around forever
                    cap.downgrade(&1);
                    std::future::pending().await
                });

                let mut consumer = OperatorBuilder::new("consumer".to_string(), scope.clone());
                let mut input_handle = consumer.new_disconnected_input(&output_stream, Pipeline);
                let consumer_button = consumer.build(move |_| async move {
                    while let Some(event) = input_handle.next().await {
                        if let Event::Progress(frontier) = event {
                            // We should never observe a frontier greater than [1]
                            assert!(frontier.less_equal(&1));
                        }
                    }
                });

                (
                    producer_button.press_on_drop(),
                    consumer_button.press_on_drop(),
                )
            });

            // Run dataflow until only worker 0 holds the frontier to [1]
            for _ in 0..100 {
                worker.step();
            }
            // Then drop the tokens of worker 0
            if index == 0 {
                drop(tokens)
            }
            // And step the dataflow some more to ensure consumers don't observe frontiers advancing.
            for _ in 0..100 {
                worker.step();
            }
        })
        .expect("timely panicked");
    }
}