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
//! Traits and datastructures representing a collection trace.
//!
//! A collection trace is a set of updates of the form `(key, val, time, diff)`, which determine the contents
//! of a collection at given times by accumulating updates whose time field is less or equal to the target field.
//!
//! The `Trace` trait describes those types and methods that a data structure must implement to be viewed as a
//! collection trace. This trait allows operator implementations to be generic with respect to the type of trace,
//! and allows various data structures to be interpretable as multiple different types of trace.

pub mod cursor;
pub mod description;
pub mod implementations;
pub mod wrappers;

use timely::communication::message::RefOrMut;
use timely::logging::WorkerIdentifier;
use timely::logging_core::Logger;
use timely::progress::{Antichain, frontier::AntichainRef};
use timely::progress::Timestamp;

use crate::logging::DifferentialEvent;
use crate::trace::cursor::MyTrait;
use crate::difference::Semigroup;
use crate::lattice::Lattice;
// use ::difference::Semigroup;
pub use self::cursor::Cursor;
pub use self::description::Description;

/// A type used to express how much effort a trace should exert even in the absence of updates.
pub type ExertionLogic = std::sync::Arc<dyn for<'a> Fn(&'a [(usize, usize, usize)])->Option<usize>+Send+Sync>;

//     The traces and batch and cursors want the flexibility to appear as if they manage certain types of keys and
//     values and such, while perhaps using other representations, I'm thinking mostly of wrappers around the keys
//     and vals that change the `Ord` implementation, or stash hash codes, or the like.
//
//     This complicates what requirements we make so that the trace is still usable by someone who knows only about
//     the base key and value types. For example, the complex types should likely dereference to the simpler types,
//    so that the user can make sense of the result as if they were given references to the simpler types. At the
//  same time, the collection should be formable from base types (perhaps we need an `Into` or `From` constraint)
//  and we should, somehow, be able to take a reference to the simple types to compare against the more complex
//  types. This second one is also like an `Into` or `From` constraint, except that we start with a reference and
//  really don't need anything more complex than a reference, but we can't form an owned copy of the complex type
//  without cloning it.
//
//  We could just start by cloning things. Worry about wrapping references later on.

/// A trace whose contents may be read.
///
/// This is a restricted interface to the more general `Trace` trait, which extends this trait with further methods
/// to update the contents of the trace. These methods are used to examine the contents, and to update the reader's
/// capabilities (which may release restrictions on the mutations to the underlying trace and cause work to happen).
pub trait TraceReader {

    /// Key by which updates are indexed.
    type Key<'a>: Copy + Clone + MyTrait<'a, Owned = Self::KeyOwned>;
    /// Owned version of the above.
    type KeyOwned: Ord + Clone;
    /// Values associated with keys.
    type Val<'a>: Copy + Clone + MyTrait<'a, Owned = Self::ValOwned>;
    /// Owned version of the above.
    type ValOwned: Ord + Clone;
    /// Timestamps associated with updates
    type Time: Timestamp + Lattice + Ord + Clone;
    /// Associated update.
    type Diff: Semigroup;

    /// The type of an immutable collection of updates.
    type Batch: for<'a> BatchReader<Key<'a> = Self::Key<'a>, KeyOwned = Self::KeyOwned, Val<'a> = Self::Val<'a>, ValOwned = Self::ValOwned, Time = Self::Time, Diff = Self::Diff>+Clone+'static;

    /// Storage type for `Self::Cursor`. Likely related to `Self::Batch`.
    type Storage;

    /// The type used to enumerate the collections contents.
    type Cursor: for<'a> Cursor<Storage=Self::Storage, Key<'a> = Self::Key<'a>, KeyOwned = Self::KeyOwned, Val<'a> = Self::Val<'a>, ValOwned = Self::ValOwned, Time = Self::Time, Diff = Self::Diff>;

    /// Provides a cursor over updates contained in the trace.
    fn cursor(&mut self) -> (Self::Cursor, Self::Storage) {
        if let Some(cursor) = self.cursor_through(Antichain::new().borrow()) {
            cursor
        }
        else {
            panic!("unable to acquire complete cursor for trace; is it closed?");
        }
    }

    /// Acquires a cursor to the restriction of the collection's contents to updates at times not greater or
    /// equal to an element of `upper`.
    ///
    /// This method is expected to work if called with an `upper` that (i) was an observed bound in batches from
    /// the trace, and (ii) the trace has not been advanced beyond `upper`. Practically, the implementation should
    /// be expected to look for a "clean cut" using `upper`, and if it finds such a cut can return a cursor. This
    /// should allow `upper` such as `&[]` as used by `self.cursor()`, though it is difficult to imagine other uses.
    fn cursor_through(&mut self, upper: AntichainRef<Self::Time>) -> Option<(Self::Cursor, Self::Storage)>;

    /// Advances the frontier that constrains logical compaction.
    ///
    /// Logical compaction is the ability of the trace to change the times of the updates it contains.
    /// Update times may be changed as long as their comparison to all query times beyond the logical compaction
    /// frontier remains unchanged. Practically, this means that groups of timestamps not beyond the frontier can
    /// be coalesced into fewer representative times.
    ///
    /// Logical compaction is important, as it allows the trace to forget historical distinctions between update
    /// times, and maintain a compact memory footprint over an unbounded update history.
    ///
    /// By advancing the logical compaction frontier, the caller unblocks merging of otherwise equivalent udates,
    /// but loses the ability to observe historical detail that is not beyond `frontier`.
    ///
    /// It is an error to call this method with a frontier not equal to or beyond the most recent arguments to
    /// this method, or the initial value of `get_logical_compaction()` if this method has not yet been called.
    fn set_logical_compaction(&mut self, frontier: AntichainRef<Self::Time>);

    /// Deprecated form of `set_logical_compaction`.
    #[deprecated(since = "0.11", note = "please use `set_logical_compaction`")]
    fn advance_by(&mut self, frontier: AntichainRef<Self::Time>) {
        self.set_logical_compaction(frontier);
    }

    /// Reports the logical compaction frontier.
    ///
    /// All update times beyond this frontier will be presented with their original times, and all update times
    /// not beyond this frontier will present as a time that compares identically with all query times beyond
    /// this frontier. Practically, update times not beyond this frontier should not be taken to be accurate as
    /// presented, and should be used carefully, only in accumulation to times that are beyond the frontier.
    fn get_logical_compaction(&mut self) -> AntichainRef<Self::Time>;

    /// Deprecated form of `get_logical_compaction`.
    #[deprecated(since = "0.11", note = "please use `get_logical_compaction`")]
    fn advance_frontier(&mut self) -> AntichainRef<Self::Time> {
        self.get_logical_compaction()
    }

    /// Advances the frontier that constrains physical compaction.
    ///
    /// Physical compaction is the ability of the trace to merge the batches of updates it maintains. Physical
    /// compaction does not change the updates or their timestamps, although it is also the moment at which
    /// logical compaction is most likely to happen.
    ///
    /// Physical compaction allows the trace to maintain a logarithmic number of batches of updates, which is
    /// what allows the trace to provide efficient random access by keys and values.
    ///
    /// By advancing the physical compaction frontier, the caller unblocks the merging of batches of updates,
    /// but loses the ability to create a cursor through any frontier not beyond `frontier`.
    ///
    /// It is an error to call this method with a frontier not equal to or beyond the most recent arguments to
    /// this method, or the initial value of `get_physical_compaction()` if this method has not yet been called.
    fn set_physical_compaction(&mut self, frontier: AntichainRef<Self::Time>);

    /// Deprecated form of `set_physical_compaction`.
    #[deprecated(since = "0.11", note = "please use `set_physical_compaction`")]
    fn distinguish_since(&mut self, frontier: AntichainRef<Self::Time>) {
        self.set_physical_compaction(frontier);
    }

    /// Reports the physical compaction frontier.
    ///
    /// All batches containing updates beyond this frontier will not be merged with ohter batches. This allows
    /// the caller to create a cursor through any frontier beyond the physical compaction frontier, with the
    /// `cursor_through()` method. This functionality is primarily of interest to the `join` operator, and any
    /// other operators who need to take notice of the physical structure of update batches.
    fn get_physical_compaction(&mut self) -> AntichainRef<Self::Time>;

    /// Deprecated form of `get_physical_compaction`.
    #[deprecated(since = "0.11", note = "please use `get_physical_compaction`")]
    fn distinguish_frontier(&mut self) -> AntichainRef<Self::Time> {
        self.get_physical_compaction()
    }

    /// Maps logic across the non-empty sequence of batches in the trace.
    ///
    /// This is currently used only to extract historical data to prime late-starting operators who want to reproduce
    /// the stream of batches moving past the trace. It could also be a fine basis for a default implementation of the
    /// cursor methods, as they (by default) just move through batches accumulating cursors into a cursor list.
    fn map_batches<F: FnMut(&Self::Batch)>(&self, f: F);

    /// Reads the upper frontier of committed times.
    ///
    ///
    #[inline]
    fn read_upper(&mut self, target: &mut Antichain<Self::Time>) {
        target.clear();
        target.insert(<Self::Time as timely::progress::Timestamp>::minimum());
        self.map_batches(|batch| {
            target.clone_from(batch.upper());
        });
    }

    /// Advances `upper` by any empty batches.
    ///
    /// An empty batch whose `batch.lower` bound equals the current
    /// contents of `upper` will advance `upper` to `batch.upper`.
    /// Taken across all batches, this should advance `upper` across
    /// empty batch regions.
    fn advance_upper(&mut self, upper: &mut Antichain<Self::Time>) {
        self.map_batches(|batch| {
            if batch.is_empty() && batch.lower() == upper {
                upper.clone_from(batch.upper());
            }
        });
    }

}

/// An append-only collection of `(key, val, time, diff)` tuples.
///
/// The trace must pretend to look like a collection of `(Key, Val, Time, isize)` tuples, but is permitted
/// to introduce new types `KeyRef`, `ValRef`, and `TimeRef` which can be dereference to the types above.
///
/// The trace must be constructable from, and navigable by the `Key`, `Val`, `Time` types, but does not need
/// to return them.
pub trait Trace : TraceReader
where <Self as TraceReader>::Batch: Batch {

    /// A type used to assemble batches from disordered updates.
    type Batcher: Batcher<Time = Self::Time>;
    /// A type used to assemble batches from ordered update sequences.
    type Builder: Builder<Input=<Self::Batcher as Batcher>::Output, Time=Self::Time, Output = Self::Batch>;

    /// Allocates a new empty trace.
    fn new(
        info: ::timely::dataflow::operators::generic::OperatorInfo,
        logging: Option<crate::logging::Logger>,
        activator: Option<timely::scheduling::activate::Activator>,
    ) -> Self;

    /// Exert merge effort, even without updates.
    fn exert(&mut self);

    /// Sets the logic for exertion in the absence of updates.
    ///
    /// The function receives an iterator over batch levels, from large to small, as triples `(level, count, length)`,
    /// indicating the level, the number of batches, and their total length in updates. It should return a number of 
    /// updates to perform, or `None` if no work is required.
    fn set_exert_logic(&mut self, logic: ExertionLogic);

    /// Introduces a batch of updates to the trace.
    ///
    /// Batches describe the time intervals they contain, and they should be added to the trace in contiguous
    /// intervals. If a batch arrives with a lower bound that does not equal the upper bound of the most recent
    /// addition, the trace will add an empty batch. It is an error to then try to populate that region of time.
    ///
    /// This restriction could be relaxed, especially if we discover ways in which batch interval order could
    /// commute. For now, the trace should complain, to the extent that it cares about contiguous intervals.
    fn insert(&mut self, batch: Self::Batch);

    /// Introduces an empty batch concluding the trace.
    ///
    /// This method should be logically equivalent to introducing an empty batch whose lower frontier equals
    /// the upper frontier of the most recently introduced batch, and whose upper frontier is empty.
    fn close(&mut self);
}

/// A batch of updates whose contents may be read.
///
/// This is a restricted interface to batches of updates, which support the reading of the batch's contents,
/// but do not expose ways to construct the batches. This trait is appropriate for views of the batch, and is
/// especially useful for views derived from other sources in ways that prevent the construction of batches
/// from the type of data in the view (for example, filtered views, or views with extended time coordinates).
pub trait BatchReader
where
    Self: ::std::marker::Sized,
{
    /// Key by which updates are indexed.
    type Key<'a>: Copy + Clone + MyTrait<'a, Owned = Self::KeyOwned>;
    /// Owned version of the above.
    type KeyOwned: Ord + Clone;
    /// Values associated with keys.
    type Val<'a>: Copy + Clone + MyTrait<'a, Owned = Self::ValOwned>;
    /// Owned version of the above.
    type ValOwned: Ord + Clone;
    /// Timestamps associated with updates
    type Time: Timestamp + Lattice + Ord + Clone;
    /// Associated update.
    type Diff: Semigroup;

    /// The type used to enumerate the batch's contents.
    type Cursor: for<'a> Cursor<Storage=Self, Key<'a> = Self::Key<'a>, KeyOwned = Self::KeyOwned, Val<'a> = Self::Val<'a>, ValOwned = Self::ValOwned, Time = Self::Time, Diff = Self::Diff>;
    /// Acquires a cursor to the batch's contents.
    fn cursor(&self) -> Self::Cursor;
    /// The number of updates in the batch.
    fn len(&self) -> usize;
    /// True if the batch is empty.
    fn is_empty(&self) -> bool { self.len() == 0 }
    /// Describes the times of the updates in the batch.
    fn description(&self) -> &Description<Self::Time>;

    /// All times in the batch are greater or equal to an element of `lower`.
    fn lower(&self) -> &Antichain<Self::Time> { self.description().lower() }
    /// All times in the batch are not greater or equal to any element of `upper`.
    fn upper(&self) -> &Antichain<Self::Time> { self.description().upper() }
}

/// An immutable collection of updates.
pub trait Batch : BatchReader where Self: ::std::marker::Sized {
    /// A type used to progressively merge batches.
    type Merger: Merger<Self>;

    /// Initiates the merging of consecutive batches.
    ///
    /// The result of this method can be exercised to eventually produce the same result
    /// that a call to `self.merge(other)` would produce, but it can be done in a measured
    /// fashion. This can help to avoid latency spikes where a large merge needs to happen.
    fn begin_merge(&self, other: &Self, compaction_frontier: AntichainRef<Self::Time>) -> Self::Merger {
        Self::Merger::new(self, other, compaction_frontier)
    }
}

/// Functionality for collecting and batching updates.
pub trait Batcher {
    /// Type pushed into the batcher.
    type Input;
    /// Type produced by the batcher.
    type Output;
    /// Times at which batches are formed.
    type Time: Timestamp;
    /// Allocates a new empty batcher.
    fn new(logger: Option<Logger<DifferentialEvent, WorkerIdentifier>>, operator_id: usize) -> Self;
    /// Adds an unordered batch of elements to the batcher.
    fn push_batch(&mut self, batch: RefOrMut<Self::Input>);
    /// Returns all updates not greater or equal to an element of `upper`.
    fn seal<B: Builder<Input=Self::Output, Time=Self::Time>>(&mut self, upper: Antichain<Self::Time>) -> B::Output;
    /// Returns the lower envelope of contained update times.
    fn frontier(&mut self) -> timely::progress::frontier::AntichainRef<Self::Time>;
}

/// Functionality for building batches from ordered update sequences.
pub trait Builder: Sized {
    /// Input item type.
    type Input;
    /// Timestamp type.
    type Time: Timestamp;
    /// Output batch type.
    type Output;
    
    /// Allocates an empty builder.
    ///
    /// Ideally we deprecate this and insist all non-trivial building happens via `with_capacity()`.
    // #[deprecated]
    fn new() -> Self { Self::with_capacity(0, 0, 0) }
    /// Allocates an empty builder with capacity for the specified keys, values, and updates.
    ///
    /// They represent respectively the number of distinct `key`, `(key, val)`, and total updates.
    fn with_capacity(keys: usize, vals: usize, upds: usize) -> Self;
    /// Adds an element to the batch.
    ///
    /// The default implementation uses `self.copy` with references to the owned arguments.
    /// One should override it if the builder can take advantage of owned arguments.
    fn push(&mut self, element: Self::Input) {
        self.copy(&element);
    }
    /// Adds an element to the batch.
    fn copy(&mut self, element: &Self::Input);
    /// Completes building and returns the batch.
    fn done(self, lower: Antichain<Self::Time>, upper: Antichain<Self::Time>, since: Antichain<Self::Time>) -> Self::Output;
}

/// Represents a merge in progress.
pub trait Merger<Output: Batch> {
    /// Creates a new merger to merge the supplied batches, optionally compacting
    /// up to the supplied frontier.
    fn new(source1: &Output, source2: &Output, compaction_frontier: AntichainRef<Output::Time>) -> Self;
    /// Perform some amount of work, decrementing `fuel`.
    ///
    /// If `fuel` is non-zero after the call, the merging is complete and
    /// one should call `done` to extract the merged results.
    fn work(&mut self, source1: &Output, source2: &Output, fuel: &mut isize);
    /// Extracts merged results.
    ///
    /// This method should only be called after `work` has been called and
    /// has not brought `fuel` to zero. Otherwise, the merge is still in
    /// progress.
    fn done(self) -> Output;
}


/// Blanket implementations for reference counted batches.
pub mod rc_blanket_impls {

    use std::rc::Rc;

    use timely::progress::{Antichain, frontier::AntichainRef};
    use super::{Batch, BatchReader, Builder, Merger, Cursor, Description};

    impl<B: BatchReader> BatchReader for Rc<B> {
        type Key<'a> = B::Key<'a>;
        type KeyOwned = B::KeyOwned;
        type Val<'a> = B::Val<'a>;
        type ValOwned = B::ValOwned;
        type Time = B::Time;
        type Diff = B::Diff;

        /// The type used to enumerate the batch's contents.
        type Cursor = RcBatchCursor<B::Cursor>;
        /// Acquires a cursor to the batch's contents.
        fn cursor(&self) -> Self::Cursor {
            RcBatchCursor::new((**self).cursor())
        }

        /// The number of updates in the batch.
        fn len(&self) -> usize { (**self).len() }
        /// Describes the times of the updates in the batch.
        fn description(&self) -> &Description<Self::Time> { (**self).description() }
    }

    /// Wrapper to provide cursor to nested scope.
    pub struct RcBatchCursor<C> {
        cursor: C,
    }

    impl<C> RcBatchCursor<C> {
        fn new(cursor: C) -> Self {
            RcBatchCursor {
                cursor,
            }
        }
    }

    impl<C: Cursor> Cursor for RcBatchCursor<C> {

        type Key<'a> = C::Key<'a>;
        type KeyOwned = C::KeyOwned;
        type Val<'a> = C::Val<'a>;
        type ValOwned = C::ValOwned;
        type Time = C::Time;
        type Diff = C::Diff;

        type Storage = Rc<C::Storage>;

        #[inline] fn key_valid(&self, storage: &Self::Storage) -> bool { self.cursor.key_valid(storage) }
        #[inline] fn val_valid(&self, storage: &Self::Storage) -> bool { self.cursor.val_valid(storage) }

        #[inline] fn key<'a>(&self, storage: &'a Self::Storage) -> Self::Key<'a> { self.cursor.key(storage) }
        #[inline] fn val<'a>(&self, storage: &'a Self::Storage) -> Self::Val<'a> { self.cursor.val(storage) }

        #[inline]
        fn map_times<L: FnMut(&Self::Time, &Self::Diff)>(&mut self, storage: &Self::Storage, logic: L) {
            self.cursor.map_times(storage, logic)
        }

        #[inline] fn step_key(&mut self, storage: &Self::Storage) { self.cursor.step_key(storage) }
        #[inline] fn seek_key(&mut self, storage: &Self::Storage, key: Self::Key<'_>) { self.cursor.seek_key(storage, key) }

        #[inline] fn step_val(&mut self, storage: &Self::Storage) { self.cursor.step_val(storage) }
        #[inline] fn seek_val(&mut self, storage: &Self::Storage, val: Self::Val<'_>) { self.cursor.seek_val(storage, val) }

        #[inline] fn rewind_keys(&mut self, storage: &Self::Storage) { self.cursor.rewind_keys(storage) }
        #[inline] fn rewind_vals(&mut self, storage: &Self::Storage) { self.cursor.rewind_vals(storage) }
    }

    /// An immutable collection of updates.
    impl<B: Batch> Batch for Rc<B> {
        type Merger = RcMerger<B>;
    }

    /// Wrapper type for building reference counted batches.
    pub struct RcBuilder<B: Builder> { builder: B }

    /// Functionality for building batches from ordered update sequences.
    impl<B: Builder> Builder for RcBuilder<B> {
        type Input = B::Input;
        type Time = B::Time;
        type Output = Rc<B::Output>;
        fn with_capacity(keys: usize, vals: usize, upds: usize) -> Self { RcBuilder { builder: B::with_capacity(keys, vals, upds) } }
        fn push(&mut self, element: Self::Input) { self.builder.push(element) }
        fn copy(&mut self, element: &Self::Input) { self.builder.copy(element) }
        fn done(self, lower: Antichain<Self::Time>, upper: Antichain<Self::Time>, since: Antichain<Self::Time>) -> Rc<B::Output> { Rc::new(self.builder.done(lower, upper, since)) }
    }

    /// Wrapper type for merging reference counted batches.
    pub struct RcMerger<B:Batch> { merger: B::Merger }

    /// Represents a merge in progress.
    impl<B:Batch> Merger<Rc<B>> for RcMerger<B> {
        fn new(source1: &Rc<B>, source2: &Rc<B>, compaction_frontier: AntichainRef<B::Time>) -> Self { RcMerger { merger: B::begin_merge(source1, source2, compaction_frontier) } }
        fn work(&mut self, source1: &Rc<B>, source2: &Rc<B>, fuel: &mut isize) { self.merger.work(source1, source2, fuel) }
        fn done(self) -> Rc<B> { Rc::new(self.merger.done()) }
    }
}


/// Blanket implementations for reference counted batches.
pub mod abomonated_blanket_impls {
    use abomonation::{Abomonation, measure};
    use abomonation::abomonated::Abomonated;
    use timely::progress::{Antichain, frontier::AntichainRef};

    use super::{Batch, BatchReader, Builder, Merger, Cursor, Description};

    impl<B: BatchReader+Abomonation> BatchReader for Abomonated<B, Vec<u8>> {

        type Key<'a> = B::Key<'a>;
        type KeyOwned = B::KeyOwned;
        type Val<'a> = B::Val<'a>;
        type ValOwned = B::ValOwned;
        type Time = B::Time;
        type Diff = B::Diff;

        /// The type used to enumerate the batch's contents.
        type Cursor = AbomonatedBatchCursor<B::Cursor>;
        /// Acquires a cursor to the batch's contents.
        fn cursor(&self) -> Self::Cursor {
            AbomonatedBatchCursor::new((**self).cursor())
        }

        /// The number of updates in the batch.
        fn len(&self) -> usize { (**self).len() }
        /// Describes the times of the updates in the batch.
        fn description(&self) -> &Description<Self::Time> { (**self).description() }
    }

    /// Wrapper to provide cursor to nested scope.
    pub struct AbomonatedBatchCursor<C> {
        cursor: C,
    }

    impl<C> AbomonatedBatchCursor<C> {
        fn new(cursor: C) -> Self {
            AbomonatedBatchCursor {
                cursor,
            }
        }
    }

    impl<C: Cursor> Cursor for AbomonatedBatchCursor<C> where C::Storage: Abomonation {

        type Key<'a> = C::Key<'a>;
        type KeyOwned = C::KeyOwned;
        type Val<'a> = C::Val<'a>;
        type ValOwned = C::ValOwned;
        type Time = C::Time;
        type Diff = C::Diff;

        type Storage = Abomonated<C::Storage, Vec<u8>>;

        #[inline] fn key_valid(&self, storage: &Self::Storage) -> bool { self.cursor.key_valid(storage) }
        #[inline] fn val_valid(&self, storage: &Self::Storage) -> bool { self.cursor.val_valid(storage) }

        #[inline] fn key<'a>(&self, storage: &'a Self::Storage) -> Self::Key<'a> { self.cursor.key(storage) }
        #[inline] fn val<'a>(&self, storage: &'a Self::Storage) -> Self::Val<'a> { self.cursor.val(storage) }

        #[inline]
        fn map_times<L: FnMut(&Self::Time, &Self::Diff)>(&mut self, storage: &Self::Storage, logic: L) {
            self.cursor.map_times(storage, logic)
        }

        #[inline] fn step_key(&mut self, storage: &Self::Storage) { self.cursor.step_key(storage) }
        #[inline] fn seek_key(&mut self, storage: &Self::Storage, key: Self::Key<'_>) { self.cursor.seek_key(storage, key) }

        #[inline] fn step_val(&mut self, storage: &Self::Storage) { self.cursor.step_val(storage) }
        #[inline] fn seek_val(&mut self, storage: &Self::Storage, val: Self::Val<'_>) { self.cursor.seek_val(storage, val) }

        #[inline] fn rewind_keys(&mut self, storage: &Self::Storage) { self.cursor.rewind_keys(storage) }
        #[inline] fn rewind_vals(&mut self, storage: &Self::Storage) { self.cursor.rewind_vals(storage) }
    }

    /// An immutable collection of updates.
    impl<B: Batch+Abomonation> Batch for Abomonated<B, Vec<u8>> {
        type Merger = AbomonatedMerger<B>;
    }

    /// Wrapper type for building reference counted batches.
    pub struct AbomonatedBuilder<B: Builder> { builder: B }

    /// Functionality for building batches from ordered update sequences.
    impl<B: Builder> Builder for AbomonatedBuilder<B>
    where
        B::Output: Abomonation,
    {
        type Input = B::Input;
        type Time = B::Time;
        type Output = Abomonated<B::Output, Vec<u8>>;
        fn with_capacity(keys: usize, vals: usize, upds: usize) -> Self { AbomonatedBuilder { builder: B::with_capacity(keys, vals, upds) } }
        fn push(&mut self, element: Self::Input) { self.builder.push(element) }
        fn copy(&mut self, element: &Self::Input) { self.builder.copy(element) }
        fn done(self, lower: Antichain<Self::Time>, upper: Antichain<Self::Time>, since: Antichain<Self::Time>) -> Self::Output {
            let batch = self.builder.done(lower, upper, since);
            let mut bytes = Vec::with_capacity(measure(&batch));
            unsafe { abomonation::encode(&batch, &mut bytes).unwrap() };
            unsafe { Abomonated::<B::Output,_>::new(bytes).unwrap() }
        }
    }

    /// Wrapper type for merging reference counted batches.
    pub struct AbomonatedMerger<B:Batch> { merger: B::Merger }

    /// Represents a merge in progress.
    impl<B:Batch+Abomonation> Merger<Abomonated<B,Vec<u8>>> for AbomonatedMerger<B> {
        fn new(source1: &Abomonated<B,Vec<u8>>, source2: &Abomonated<B,Vec<u8>>, compaction_frontier: AntichainRef<B::Time>) -> Self {
            AbomonatedMerger { merger: B::begin_merge(source1, source2, compaction_frontier) }
        }
        fn work(&mut self, source1: &Abomonated<B,Vec<u8>>, source2: &Abomonated<B,Vec<u8>>, fuel: &mut isize) {
            self.merger.work(source1, source2, fuel)
        }
        fn done(self) -> Abomonated<B, Vec<u8>> {
            let batch = self.merger.done();
            let mut bytes = Vec::with_capacity(measure(&batch));
            unsafe { abomonation::encode(&batch, &mut bytes).unwrap() };
            unsafe { Abomonated::<B,_>::new(bytes).unwrap() }
        }
    }
}