noir-compute 0.2.0

Network of Operators In Rust
Documentation
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
use std::fmt::{Debug, Display};
use std::sync::Arc;
use std::time::Duration;

pub(crate) use binary::*;
pub(crate) use simple::*;

#[cfg(feature = "timestamp")]
use super::Timestamp;
use crate::block::{BlockStructure, Replication};
use crate::channel::RecvTimeoutError;
use crate::network::{Coord, NetworkDataIterator, NetworkMessage};
use crate::operator::iteration::IterationStateLock;
use crate::operator::source::Source;
use crate::operator::start::watermark_frontier::WatermarkFrontier;
use crate::operator::{ExchangeData, Operator, StreamElement};
use crate::scheduler::{BlockId, ExecutionMetadata};

mod binary;
mod simple;
mod watermark_frontier;

/// Trait that abstract the receiving part of the `Start`.
pub(crate) trait StartReceiver: Clone {
    type Out;
    /// Setup the internal state of the receiver.
    fn setup(&mut self, metadata: &mut ExecutionMetadata);

    /// Obtain the list of all the previous replicas.
    ///
    /// This list should contain all the replicas this receiver will receive data from.
    fn prev_replicas(&self) -> Vec<Coord>;

    /// The number of those replicas which are behind a cache, and therefore never will emit a
    /// `StreamElement::Terminate` message.
    fn cached_replicas(&self) -> usize;

    /// Try to receive a batch from the previous blocks, or fail with an error if the timeout
    /// expires.
    fn recv_timeout(
        &mut self,
        timeout: Duration,
    ) -> Result<NetworkMessage<Self::Out>, RecvTimeoutError>;

    /// Receive a batch from the previous blocks waiting indefinitely.
    fn recv(&mut self) -> NetworkMessage<Self::Out>;

    /// Like `Operator::structure`.
    fn structure(&self) -> BlockStructure;
}

pub(crate) type BinaryStartOperator<OutL, OutR> = Start<BinaryStartReceiver<OutL, OutR>>;

pub(crate) type SimpleStartOperator<Out> = Start<SimpleStartReceiver<Out>>;

/// Each block should start with a `Start` operator, whose task is to read from the network,
/// receive from the previous operators and handle the watermark frontier.
///
/// There are different kinds of `Start`, the main difference is in the number of previous
/// blocks. With a `SimpleStartReceiver` the block is able to receive from the replicas of a
/// single block of the job graph. If the block needs the data from multiple blocks it should use
/// `MultipleStartReceiver` which is able to handle 2 previous blocks.
///
/// Following operators will receive the messages in an unspecified order but the watermark property
/// is followed. Note that the timestamps of the messages are not sorted, it's only guaranteed that
/// when a watermark is emitted, all the previous messages are already been emitted (in some order).
#[derive(Debug)]
pub(crate) struct Start<Receiver: StartReceiver + Send> {
    /// Execution metadata of this block.
    max_delay: Option<Duration>,

    coord: Option<Coord>,

    /// The actual receiver able to fetch messages from the network.
    receiver: Receiver,

    /// Inner iterator over batch items, contains coordinate of the sender
    batch_iter: Option<(Coord, NetworkDataIterator<StreamElement<Receiver::Out>>)>,

    /// The number of `StreamElement::Terminate` messages yet to be received. When this value
    /// reaches zero this operator will emit the terminate.
    missing_terminate: usize,
    /// The number of `StreamElement::FlushAndRestart` messages yet to be received.
    missing_flush_and_restart: usize,
    /// The total number of replicas in the previous blocks. This is used for resetting
    /// `missing_flush_and_restart`.
    num_previous_replicas: usize,

    /// Whether the previous blocks timed out and the last batch has been flushed.
    ///
    /// The next time `next()` is called it will not wait the timeout asked by the batch mode.
    already_timed_out: bool,

    /// The current frontier of the watermarks from the previous replicas.
    watermark_frontier: WatermarkFrontier,

    /// Whether the iteration has ended and the current block has to wait for the local iteration
    /// leader to update the iteration state before letting the messages pass.
    wait_for_state: bool,
    state_lock: Option<Arc<IterationStateLock>>,
    state_generation: usize,
}

impl<Receiver: StartReceiver + Send> Clone for Start<Receiver> {
    fn clone(&self) -> Self {
        Self {
            max_delay: self.max_delay,
            coord: self.coord,
            receiver: self.receiver.clone(),
            batch_iter: Default::default(),
            missing_terminate: self.missing_terminate,
            missing_flush_and_restart: self.missing_flush_and_restart,
            num_previous_replicas: self.num_previous_replicas,
            already_timed_out: self.already_timed_out,
            watermark_frontier: self.watermark_frontier.clone(),
            wait_for_state: self.wait_for_state,
            state_lock: self.state_lock.clone(),
            state_generation: self.state_generation,
        }
    }
}

impl<Receiver: StartReceiver + Send> Display for Start<Receiver> {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "[{}]", std::any::type_name::<Receiver::Out>())
    }
}

impl<Out: ExchangeData> Start<SimpleStartReceiver<Out>> {
    /// Create a `Start` able to receive data only from a single previous block.
    pub(crate) fn single(
        previous_block_id: BlockId,
        state_lock: Option<Arc<IterationStateLock>>,
    ) -> SimpleStartOperator<Out> {
        Start::new(SimpleStartReceiver::new(previous_block_id), state_lock)
    }
}

impl<OutL: ExchangeData, OutR: ExchangeData> Start<BinaryStartReceiver<OutL, OutR>> {
    /// Create a `Start` able to receive data from 2 previous blocks, setting up the cache.
    pub(crate) fn multiple(
        previous_block_id1: BlockId,
        previous_block_id2: BlockId,
        left_cache: bool,
        right_cache: bool,
        state_lock: Option<Arc<IterationStateLock>>,
    ) -> BinaryStartOperator<OutL, OutR> {
        Start::new(
            BinaryStartReceiver::new(
                previous_block_id1,
                previous_block_id2,
                left_cache,
                right_cache,
            ),
            state_lock,
        )
    }
}

impl<Receiver: StartReceiver + Send> Start<Receiver> {
    fn new(receiver: Receiver, state_lock: Option<Arc<IterationStateLock>>) -> Self {
        Self {
            coord: Default::default(),
            max_delay: Default::default(),

            receiver,
            batch_iter: None,

            missing_terminate: Default::default(),
            missing_flush_and_restart: Default::default(),
            num_previous_replicas: 0,

            already_timed_out: Default::default(),

            watermark_frontier: Default::default(),

            wait_for_state: Default::default(),
            state_lock,
            state_generation: Default::default(),
        }
    }

    pub(crate) fn receiver(&self) -> &Receiver {
        &self.receiver
    }
}

impl<Receiver> Operator for Start<Receiver>
where
    Receiver: StartReceiver + Send,
    Receiver::Out: ExchangeData,
{
    type Out = Receiver::Out;

    fn setup(&mut self, metadata: &mut ExecutionMetadata) {
        self.receiver.setup(metadata);

        let prev_replicas = self.receiver.prev_replicas();
        self.num_previous_replicas = prev_replicas.len();
        self.missing_terminate = self.num_previous_replicas;
        self.missing_flush_and_restart = self.num_previous_replicas;
        self.watermark_frontier = WatermarkFrontier::new(prev_replicas);

        log::trace!(
            "{} initialized <{}>",
            metadata.coord,
            std::any::type_name::<Receiver::Out>()
        );
        self.coord = Some(metadata.coord);
        self.max_delay = metadata.batch_mode.max_delay();
    }

    fn next(&mut self) -> StreamElement<Receiver::Out> {
        let coord = self.coord.unwrap();

        loop {
            // all the previous blocks sent an end: we're done
            if self.missing_terminate == 0 {
                log::trace!("{} ended", coord);
                return StreamElement::Terminate;
            }
            if self.missing_flush_and_restart == 0 {
                log::trace!("{} flush_restart", coord);

                self.missing_flush_and_restart = self.num_previous_replicas;
                self.watermark_frontier.reset();
                // this iteration has ended, before starting the next one wait for the state update
                self.wait_for_state = true;
                self.state_generation += 2;
                return StreamElement::FlushAndRestart;
            }

            if let Some((sender, ref mut inner)) = self.batch_iter {
                let msg = match inner.next() {
                    None => {
                        // Current batch is finished
                        self.batch_iter = None;
                        continue;
                    }
                    Some(item) => {
                        match item {
                            StreamElement::Watermark(ts) => {
                                // update the frontier and return a watermark if necessary
                                match self.watermark_frontier.update(sender, ts) {
                                    Some(ts) => StreamElement::Watermark(ts), // ts is safe
                                    None => continue,
                                }
                            }
                            StreamElement::FlushAndRestart => {
                                // mark this replica as ended and let the frontier ignore it from now on
                                #[cfg(feature = "timestamp")]
                                {
                                    self.watermark_frontier.update(sender, Timestamp::MAX);
                                }
                                self.missing_flush_and_restart -= 1;
                                continue;
                            }
                            StreamElement::Terminate => {
                                self.missing_terminate -= 1;
                                log::trace!(
                                    "{} received terminate, {} left",
                                    coord,
                                    self.missing_terminate
                                );
                                continue;
                            }
                            _ => item,
                        }
                    }
                };

                // the previous iteration has ended, this message refers to the new iteration: we need to be
                // sure the state is set before we let this message pass
                if self.wait_for_state {
                    if let Some(lock) = self.state_lock.as_ref() {
                        lock.wait_for_update(self.state_generation);
                    }
                    self.wait_for_state = false;
                }
                return msg;
            }

            // Receive next batch
            let net_msg = match (self.already_timed_out, self.max_delay) {
                // check the timeout only if there is one and the last time we didn't timed out
                (false, Some(max_delay)) => {
                    match self.receiver.recv_timeout(max_delay) {
                        Ok(net_msg) => net_msg,
                        Err(_) => {
                            // timed out: tell the block to flush the current batch
                            // next time we wait indefinitely without the timeout since the batch is
                            // currently empty
                            self.already_timed_out = true;
                            // this is a fake batch, and its sender is meaningless and will be
                            // forget immediately
                            NetworkMessage::new_single(
                                StreamElement::FlushBatch,
                                Default::default(),
                            )
                        }
                    }
                }
                _ => {
                    self.already_timed_out = false;
                    self.receiver.recv()
                }
            };

            self.batch_iter = Some((net_msg.sender(), net_msg.into_iter()));
        }
    }

    fn structure(&self) -> BlockStructure {
        self.receiver.structure()
    }
}

impl<Receiver> Source for Start<Receiver>
where
    Receiver: StartReceiver + Send,
    Receiver::Out: ExchangeData,
{
    fn replication(&self) -> Replication {
        Replication::Unlimited
    }
}

#[cfg(test)]
mod tests {
    use crate::network::NetworkMessage;
    use crate::operator::{BinaryElement, Operator, Start, StreamElement, Timestamp};
    use crate::test::FakeNetworkTopology;

    #[cfg(feature = "timestamp")]
    fn ts(millis: u64) -> Timestamp {
        millis as i64
    }

    #[test]
    fn test_single() {
        let mut t = FakeNetworkTopology::new(1, 2);
        let (from1, sender1) = t.senders_mut()[0].pop().unwrap();
        let (from2, sender2) = t.senders_mut()[0].pop().unwrap();

        let mut start_block = Start::single(sender1.receiver_endpoint.prev_block_id, None);
        start_block.setup(&mut t.metadata());

        sender1
            .send(NetworkMessage::new_batch(
                vec![StreamElement::Item(42), StreamElement::FlushAndRestart],
                from1,
            ))
            .unwrap();

        assert_eq!(StreamElement::Item(42), start_block.next());
        assert_eq!(StreamElement::FlushBatch, start_block.next());

        sender2
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart],
                from2,
            ))
            .unwrap();

        assert_eq!(StreamElement::FlushAndRestart, start_block.next());

        sender1
            .send(NetworkMessage::new_single(StreamElement::Terminate, from1))
            .unwrap();
        sender2
            .send(NetworkMessage::new_single(StreamElement::Terminate, from2))
            .unwrap();

        assert_eq!(StreamElement::Terminate, start_block.next());
    }

    #[test]
    #[cfg(feature = "timestamp")]
    fn test_single_watermark() {
        let mut t = FakeNetworkTopology::new(1, 2);
        let (from1, sender1) = t.senders_mut()[0].pop().unwrap();
        let (from2, sender2) = t.senders_mut()[0].pop().unwrap();

        let mut start_block = Start::single(sender1.receiver_endpoint.prev_block_id, None);
        start_block.setup(&mut t.metadata());

        sender1
            .send(NetworkMessage::new_batch(
                vec![
                    StreamElement::Timestamped(42, ts(10)),
                    StreamElement::Watermark(ts(20)),
                ],
                from1,
            ))
            .unwrap();

        assert_eq!(StreamElement::Timestamped(42, ts(10)), start_block.next());
        assert_eq!(StreamElement::FlushBatch, start_block.next());

        sender2
            .send(NetworkMessage::new_batch(
                vec![StreamElement::Watermark(ts(100))],
                from2,
            ))
            .unwrap();

        assert_eq!(StreamElement::Watermark(ts(20)), start_block.next());
        assert_eq!(StreamElement::FlushBatch, start_block.next());

        sender1
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart],
                from1,
            ))
            .unwrap();
        sender2
            .send(NetworkMessage::new_batch(
                vec![StreamElement::Watermark(ts(110))],
                from2,
            ))
            .unwrap();
        assert_eq!(StreamElement::Watermark(ts(110)), start_block.next());
    }

    #[test]
    #[cfg(feature = "timestamp")]
    fn test_multiple_no_cache() {
        let mut t = FakeNetworkTopology::new(2, 1);
        let (from1, sender1) = t.senders_mut()[0].pop().unwrap();
        let (from2, sender2) = t.senders_mut()[1].pop().unwrap();

        let mut start_block = Start::multiple(from1.block_id, from2.block_id, false, false, None);
        start_block.setup(&mut t.metadata());

        sender1
            .send(NetworkMessage::new_batch(
                vec![
                    StreamElement::Timestamped(42, ts(10)),
                    StreamElement::Watermark(ts(20)),
                ],
                from1,
            ))
            .unwrap();

        assert_eq!(
            StreamElement::Timestamped(BinaryElement::Left(42), ts(10)),
            start_block.next()
        );
        assert_eq!(StreamElement::FlushBatch, start_block.next());

        sender2
            .send(NetworkMessage::new_batch(
                vec![
                    StreamElement::Timestamped(69, ts(10)),
                    StreamElement::Watermark(ts(20)),
                ],
                from2,
            ))
            .unwrap();

        assert_eq!(
            StreamElement::Timestamped(BinaryElement::Right(69), ts(10)),
            start_block.next()
        );
        assert_eq!(StreamElement::Watermark(ts(20)), start_block.next());

        sender1
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart],
                from1,
            ))
            .unwrap();
        assert_eq!(
            StreamElement::Item(BinaryElement::LeftEnd),
            start_block.next()
        );
        sender2
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart],
                from2,
            ))
            .unwrap();
        assert_eq!(
            StreamElement::Item(BinaryElement::RightEnd),
            start_block.next()
        );
        assert_eq!(StreamElement::FlushAndRestart, start_block.next());
    }

    #[test]
    fn test_multiple_cache() {
        let mut t = FakeNetworkTopology::new(2, 1);
        let (from1, sender1) = t.senders_mut()[0].pop().unwrap();
        let (from2, sender2) = t.senders_mut()[1].pop().unwrap();

        let mut start_block = Start::multiple(from1.block_id, from2.block_id, true, false, None);
        start_block.setup(&mut t.metadata());

        sender1
            .send(NetworkMessage::new_single(StreamElement::Item(42), from1))
            .unwrap();
        sender1
            .send(NetworkMessage::new_single(StreamElement::Item(43), from1))
            .unwrap();
        sender2
            .send(NetworkMessage::new_single(StreamElement::Item(69), from2))
            .unwrap();

        let mut recv = [start_block.next(), start_block.next(), start_block.next()];
        recv.sort(); // those messages can arrive unordered
        assert_eq!(StreamElement::Item(BinaryElement::Left(42)), recv[0]);
        assert_eq!(StreamElement::Item(BinaryElement::Left(43)), recv[1]);
        assert_eq!(StreamElement::Item(BinaryElement::Right(69)), recv[2]);

        sender1
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart, StreamElement::Terminate],
                from1,
            ))
            .unwrap();
        sender2
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart],
                from2,
            ))
            .unwrap();

        let mut recv = [start_block.next(), start_block.next()];
        recv.sort(); // those messages can arrive unordered
        assert_eq!(StreamElement::Item(BinaryElement::LeftEnd), recv[0]);
        assert_eq!(StreamElement::Item(BinaryElement::RightEnd), recv[1]);

        assert_eq!(StreamElement::FlushAndRestart, start_block.next());

        sender2
            .send(NetworkMessage::new_batch(
                vec![StreamElement::Item(6969), StreamElement::FlushAndRestart],
                from2,
            ))
            .unwrap();

        let mut recv = [
            start_block.next(),
            start_block.next(),
            start_block.next(),
            start_block.next(),
            start_block.next(),
        ];
        recv.sort(); // those messages can arrive unordered
        assert_eq!(StreamElement::Item(BinaryElement::Left(42)), recv[0]);
        assert_eq!(StreamElement::Item(BinaryElement::Left(43)), recv[1]);
        assert_eq!(StreamElement::Item(BinaryElement::Right(6969)), recv[2]);
        assert_eq!(StreamElement::Item(BinaryElement::LeftEnd), recv[3]);
        assert_eq!(StreamElement::Item(BinaryElement::RightEnd), recv[4]);

        assert_eq!(StreamElement::FlushAndRestart, start_block.next());

        sender2
            .send(NetworkMessage::new_single(StreamElement::Terminate, from2))
            .unwrap();

        assert_eq!(StreamElement::Terminate, start_block.next());
    }

    #[test]
    fn test_multiple_cache_other_side() {
        let mut t = FakeNetworkTopology::new(2, 1);
        let (from1, sender1) = t.senders_mut()[0].pop().unwrap();
        let (from2, sender2) = t.senders_mut()[1].pop().unwrap();

        let mut start_block = Start::multiple(from1.block_id, from2.block_id, false, true, None);
        start_block.setup(&mut t.metadata());

        sender1
            .send(NetworkMessage::new_single(StreamElement::Item(42), from1))
            .unwrap();
        sender1
            .send(NetworkMessage::new_single(StreamElement::Item(43), from1))
            .unwrap();
        sender2
            .send(NetworkMessage::new_single(StreamElement::Item(69), from2))
            .unwrap();

        let mut recv = [start_block.next(), start_block.next(), start_block.next()];
        recv.sort(); // those messages can arrive unordered
        assert_eq!(StreamElement::Item(BinaryElement::Left(42)), recv[0]);
        assert_eq!(StreamElement::Item(BinaryElement::Left(43)), recv[1]);
        assert_eq!(StreamElement::Item(BinaryElement::Right(69)), recv[2]);

        sender1
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart, StreamElement::Terminate],
                from1,
            ))
            .unwrap();
        sender2
            .send(NetworkMessage::new_batch(
                vec![StreamElement::FlushAndRestart],
                from2,
            ))
            .unwrap();

        let mut recv = [start_block.next(), start_block.next()];
        recv.sort(); // those messages can arrive unordered
        assert_eq!(StreamElement::Item(BinaryElement::LeftEnd), recv[0]);
        assert_eq!(StreamElement::Item(BinaryElement::RightEnd), recv[1]);

        assert_eq!(StreamElement::FlushAndRestart, start_block.next());

        sender2
            .send(NetworkMessage::new_single(StreamElement::Terminate, from2))
            .unwrap();

        assert_eq!(StreamElement::Terminate, start_block.next());
    }
}