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
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
// 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.

//! Write capabilities and handles

use std::borrow::Borrow;
use std::fmt::Debug;
use std::sync::Arc;

use differential_dataflow::difference::Semigroup;
use differential_dataflow::lattice::Lattice;
use differential_dataflow::trace::Description;
use futures::stream::FuturesUnordered;
use futures::StreamExt;
use mz_ore::instrument;
use mz_ore::task::RuntimeExt;
use mz_persist::location::Blob;
use mz_persist_types::schema::SchemaId;
use mz_persist_types::{Codec, Codec64};
use mz_proto::{IntoRustIfSome, ProtoType};
use proptest_derive::Arbitrary;
use semver::Version;
use serde::{Deserialize, Serialize};
use timely::progress::{Antichain, Timestamp};
use timely::PartialOrder;
use tokio::runtime::Handle;
use tracing::{debug_span, info, warn, Instrument};
use uuid::Uuid;

use crate::batch::{
    validate_truncate_batch, Added, Batch, BatchBuilder, BatchBuilderConfig, BatchBuilderInternal,
    BatchParts, ProtoBatch, BATCH_DELETE_ENABLED,
};
use crate::error::{InvalidUsage, UpperMismatch};
use crate::internal::compact::{CompactConfig, Compactor};
use crate::internal::encoding::{check_data_version, Schemas};
use crate::internal::machine::{CompareAndAppendRes, ExpireFn, Machine};
use crate::internal::metrics::Metrics;
use crate::internal::state::{HandleDebugState, HollowBatch, RunOrder};
use crate::read::ReadHandle;
use crate::{parse_id, GarbageCollector, IsolatedRuntime, PersistConfig, ShardId};

/// An opaque identifier for a writer of a persist durable TVC (aka shard).
#[derive(Arbitrary, Clone, PartialEq, Eq, PartialOrd, Ord, Hash, Serialize, Deserialize)]
#[serde(try_from = "String", into = "String")]
pub struct WriterId(pub(crate) [u8; 16]);

impl std::fmt::Display for WriterId {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "w{}", Uuid::from_bytes(self.0))
    }
}

impl std::fmt::Debug for WriterId {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "WriterId({})", Uuid::from_bytes(self.0))
    }
}

impl std::str::FromStr for WriterId {
    type Err = String;

    fn from_str(s: &str) -> Result<Self, Self::Err> {
        parse_id('w', "WriterId", s).map(WriterId)
    }
}

impl From<WriterId> for String {
    fn from(writer_id: WriterId) -> Self {
        writer_id.to_string()
    }
}

impl TryFrom<String> for WriterId {
    type Error = String;

    fn try_from(s: String) -> Result<Self, Self::Error> {
        s.parse()
    }
}

impl WriterId {
    pub(crate) fn new() -> Self {
        WriterId(*Uuid::new_v4().as_bytes())
    }
}

/// A "capability" granting the ability to apply updates to some shard at times
/// greater or equal to `self.upper()`.
///
/// All async methods on ReadHandle retry for as long as they are able, but the
/// returned [std::future::Future]s implement "cancel on drop" semantics. This
/// means that callers can add a timeout using [tokio::time::timeout] or
/// [tokio::time::timeout_at].
///
/// ```rust,no_run
/// # let mut write: mz_persist_client::write::WriteHandle<String, String, u64, i64> = unimplemented!();
/// # let timeout: std::time::Duration = unimplemented!();
/// # async {
/// tokio::time::timeout(timeout, write.fetch_recent_upper()).await
/// # };
/// ```
#[derive(Debug)]
pub struct WriteHandle<K: Codec, V: Codec, T, D> {
    pub(crate) cfg: PersistConfig,
    pub(crate) metrics: Arc<Metrics>,
    pub(crate) machine: Machine<K, V, T, D>,
    pub(crate) gc: GarbageCollector<K, V, T, D>,
    pub(crate) compact: Option<Compactor<K, V, T, D>>,
    pub(crate) blob: Arc<dyn Blob>,
    pub(crate) isolated_runtime: Arc<IsolatedRuntime>,
    pub(crate) writer_id: WriterId,
    pub(crate) debug_state: HandleDebugState,
    pub(crate) write_schemas: Schemas<K, V>,

    pub(crate) upper: Antichain<T>,
    expire_fn: Option<ExpireFn>,
}

impl<K, V, T, D> WriteHandle<K, V, T, D>
where
    K: Debug + Codec,
    V: Debug + Codec,
    T: Timestamp + Lattice + Codec64 + Sync,
    D: Semigroup + Ord + Codec64 + Send + Sync,
{
    pub(crate) fn new(
        cfg: PersistConfig,
        metrics: Arc<Metrics>,
        machine: Machine<K, V, T, D>,
        gc: GarbageCollector<K, V, T, D>,
        blob: Arc<dyn Blob>,
        writer_id: WriterId,
        purpose: &str,
        write_schemas: Schemas<K, V>,
    ) -> Self {
        let isolated_runtime = Arc::clone(&machine.isolated_runtime);
        let compact = cfg.compaction_enabled.then(|| {
            Compactor::new(
                cfg.clone(),
                Arc::clone(&metrics),
                write_schemas.clone(),
                gc.clone(),
            )
        });
        let debug_state = HandleDebugState {
            hostname: cfg.hostname.to_owned(),
            purpose: purpose.to_owned(),
        };
        let upper = machine.applier.clone_upper();
        let expire_fn = Self::expire_fn(machine.clone(), gc.clone(), writer_id.clone());
        WriteHandle {
            cfg,
            metrics,
            machine,
            gc,
            compact,
            blob,
            isolated_runtime,
            writer_id,
            debug_state,
            write_schemas,
            upper,
            expire_fn: Some(expire_fn),
        }
    }

    /// Creates a [WriteHandle] for the same shard from an existing
    /// [ReadHandle].
    pub fn from_read(read: &ReadHandle<K, V, T, D>, purpose: &str) -> Self {
        Self::new(
            read.cfg.clone(),
            Arc::clone(&read.metrics),
            read.machine.clone(),
            read.gc.clone(),
            Arc::clone(&read.blob),
            WriterId::new(),
            purpose,
            read.read_schemas.clone(),
        )
    }

    /// This handle's shard id.
    pub fn shard_id(&self) -> ShardId {
        self.machine.shard_id()
    }

    /// Returns the schema of this writer.
    pub fn schema_id(&self) -> Option<SchemaId> {
        self.write_schemas.id
    }

    /// A cached version of the shard-global `upper` frontier.
    ///
    /// This is the most recent upper discovered by this handle. It is
    /// potentially more stale than [Self::shared_upper] but is lock-free and
    /// allocation-free. This will always be less or equal to the shard-global
    /// `upper`.
    pub fn upper(&self) -> &Antichain<T> {
        &self.upper
    }

    /// A less-stale cached version of the shard-global `upper` frontier.
    ///
    /// This is the most recently known upper for this shard process-wide, but
    /// unlike [Self::upper] it requires a mutex and a clone. This will always be
    /// less or equal to the shard-global `upper`.
    pub fn shared_upper(&self) -> Antichain<T> {
        self.machine.applier.clone_upper()
    }

    /// Fetches and returns a recent shard-global `upper`. Importantly, this operation is
    /// linearized with write operations.
    ///
    /// This requires fetching the latest state from consensus and is therefore a potentially
    /// expensive operation.
    #[instrument(level = "debug", fields(shard = %self.machine.shard_id()))]
    pub async fn fetch_recent_upper(&mut self) -> &Antichain<T> {
        // TODO: Do we even need to track self.upper on WriteHandle or could
        // WriteHandle::upper just get the one out of machine?
        self.machine
            .applier
            .fetch_upper(|current_upper| self.upper.clone_from(current_upper))
            .await;
        &self.upper
    }

    /// Applies `updates` to this shard and downgrades this handle's upper to
    /// `upper`.
    ///
    /// The innermost `Result` is `Ok` if the updates were successfully written.
    /// If not, an `Upper` err containing the current writer upper is returned.
    /// If that happens, we also update our local `upper` to match the current
    /// upper. This is useful in cases where a timeout happens in between a
    /// successful write and returning that to the client.
    ///
    /// In contrast to [Self::compare_and_append], multiple [WriteHandle]s may
    /// be used concurrently to write to the same shard, but in this case, the
    /// data being written must be identical (in the sense of "definite"-ness).
    /// It's intended for replicated use by source ingestion, sinks, etc.
    ///
    /// All times in `updates` must be greater or equal to `lower` and not
    /// greater or equal to `upper`. A `upper` of the empty antichain "finishes"
    /// this shard, promising that no more data is ever incoming.
    ///
    /// `updates` may be empty, which allows for downgrading `upper` to
    /// communicate progress. It is possible to call this with `upper` equal to
    /// `self.upper()` and an empty `updates` (making the call a no-op).
    ///
    /// This uses a bounded amount of memory, even when `updates` is very large.
    /// Individual records, however, should be small enough that we can
    /// reasonably chunk them up: O(KB) is definitely fine, O(MB) come talk to
    /// us.
    ///
    /// The clunky multi-level Result is to enable more obvious error handling
    /// in the caller. See <http://sled.rs/errors.html> for details.
    #[instrument(level = "trace", fields(shard = %self.machine.shard_id()))]
    pub async fn append<SB, KB, VB, TB, DB, I>(
        &mut self,
        updates: I,
        lower: Antichain<T>,
        upper: Antichain<T>,
    ) -> Result<Result<(), UpperMismatch<T>>, InvalidUsage<T>>
    where
        SB: Borrow<((KB, VB), TB, DB)>,
        KB: Borrow<K>,
        VB: Borrow<V>,
        TB: Borrow<T>,
        DB: Borrow<D>,
        I: IntoIterator<Item = SB>,
        D: Send + Sync,
    {
        let batch = self.batch(updates, lower.clone(), upper.clone()).await?;
        self.append_batch(batch, lower, upper).await
    }

    /// Applies `updates` to this shard and downgrades this handle's upper to
    /// `new_upper` iff the current global upper of this shard is
    /// `expected_upper`.
    ///
    /// The innermost `Result` is `Ok` if the updates were successfully written.
    /// If not, an `Upper` err containing the current global upper is returned.
    ///
    /// In contrast to [Self::append], this linearizes mutations from all
    /// writers. It's intended for use as an atomic primitive for timestamp
    /// bindings, SQL tables, etc.
    ///
    /// All times in `updates` must be greater or equal to `expected_upper` and
    /// not greater or equal to `new_upper`. A `new_upper` of the empty
    /// antichain "finishes" this shard, promising that no more data is ever
    /// incoming.
    ///
    /// `updates` may be empty, which allows for downgrading `upper` to
    /// communicate progress. It is possible to heartbeat a writer lease by
    /// calling this with `new_upper` equal to `self.upper()` and an empty
    /// `updates` (making the call a no-op).
    ///
    /// This uses a bounded amount of memory, even when `updates` is very large.
    /// Individual records, however, should be small enough that we can
    /// reasonably chunk them up: O(KB) is definitely fine, O(MB) come talk to
    /// us.
    ///
    /// The clunky multi-level Result is to enable more obvious error handling
    /// in the caller. See <http://sled.rs/errors.html> for details.
    #[instrument(level = "trace", fields(shard = %self.machine.shard_id()))]
    pub async fn compare_and_append<SB, KB, VB, TB, DB, I>(
        &mut self,
        updates: I,
        expected_upper: Antichain<T>,
        new_upper: Antichain<T>,
    ) -> Result<Result<(), UpperMismatch<T>>, InvalidUsage<T>>
    where
        SB: Borrow<((KB, VB), TB, DB)>,
        KB: Borrow<K>,
        VB: Borrow<V>,
        TB: Borrow<T>,
        DB: Borrow<D>,
        I: IntoIterator<Item = SB>,
        D: Send + Sync,
    {
        let mut batch = self
            .batch(updates, expected_upper.clone(), new_upper.clone())
            .await?;
        match self
            .compare_and_append_batch(&mut [&mut batch], expected_upper, new_upper)
            .await
        {
            ok @ Ok(Ok(())) => ok,
            err => {
                // We cannot delete the batch in compare_and_append_batch()
                // because the caller owns the batch and might want to retry
                // with a different `expected_upper`. In this function, we
                // control the batch, so we have to delete it.
                batch.delete().await;
                err
            }
        }
    }

    /// Appends the batch of updates to the shard and downgrades this handle's
    /// upper to `upper`.
    ///
    /// The innermost `Result` is `Ok` if the updates were successfully written.
    /// If not, an `Upper` err containing the current writer upper is returned.
    /// If that happens, we also update our local `upper` to match the current
    /// upper. This is useful in cases where a timeout happens in between a
    /// successful write and returning that to the client.
    ///
    /// In contrast to [Self::compare_and_append_batch], multiple [WriteHandle]s
    /// may be used concurrently to write to the same shard, but in this case,
    /// the data being written must be identical (in the sense of
    /// "definite"-ness). It's intended for replicated use by source ingestion,
    /// sinks, etc.
    ///
    /// A `upper` of the empty antichain "finishes" this shard, promising that
    /// no more data is ever incoming.
    ///
    /// The batch may be empty, which allows for downgrading `upper` to
    /// communicate progress. It is possible to heartbeat a writer lease by
    /// calling this with `upper` equal to `self.upper()` and an empty `updates`
    /// (making the call a no-op).
    ///
    /// The clunky multi-level Result is to enable more obvious error handling
    /// in the caller. See <http://sled.rs/errors.html> for details.
    #[instrument(level = "trace", fields(shard = %self.machine.shard_id()))]
    pub async fn append_batch(
        &mut self,
        mut batch: Batch<K, V, T, D>,
        mut lower: Antichain<T>,
        upper: Antichain<T>,
    ) -> Result<Result<(), UpperMismatch<T>>, InvalidUsage<T>>
    where
        D: Send + Sync,
    {
        loop {
            let res = self
                .compare_and_append_batch(&mut [&mut batch], lower.clone(), upper.clone())
                .await?;
            match res {
                Ok(()) => {
                    self.upper = upper;
                    return Ok(Ok(()));
                }
                Err(mismatch) => {
                    // We tried to to a non-contiguous append, that won't work.
                    if PartialOrder::less_than(&mismatch.current, &lower) {
                        self.upper.clone_from(&mismatch.current);

                        batch.delete().await;

                        return Ok(Err(mismatch));
                    } else if PartialOrder::less_than(&mismatch.current, &upper) {
                        // Cut down the Description by advancing its lower to the current shard
                        // upper and try again. IMPORTANT: We can only advance the lower, meaning
                        // we cut updates away, we must not "extend" the batch by changing to a
                        // lower that is not beyond the current lower. This invariant is checked by
                        // the first if branch: if `!(current_upper < lower)` then it holds that
                        // `lower <= current_upper`.
                        lower = mismatch.current;
                    } else {
                        // We already have updates past this batch's upper, the append is a no-op.
                        self.upper = mismatch.current;

                        // Because we return a success result, the caller will
                        // think that the batch was consumed or otherwise used,
                        // so we have to delete it here.
                        batch.delete().await;

                        return Ok(Ok(()));
                    }
                }
            }
        }
    }

    /// Appends the batch of updates to the shard and downgrades this handle's
    /// upper to `new_upper` iff the current global upper of this shard is
    /// `expected_upper`.
    ///
    /// The innermost `Result` is `Ok` if the batch was successfully written. If
    /// not, an `Upper` err containing the current global upper is returned.
    ///
    /// In contrast to [Self::append_batch], this linearizes mutations from all
    /// writers. It's intended for use as an atomic primitive for timestamp
    /// bindings, SQL tables, etc.
    ///
    /// A `new_upper` of the empty antichain "finishes" this shard, promising
    /// that no more data is ever incoming.
    ///
    /// The batch may be empty, which allows for downgrading `upper` to
    /// communicate progress. It is possible to heartbeat a writer lease by
    /// calling this with `new_upper` equal to `self.upper()` and an empty
    /// `updates` (making the call a no-op).
    ///
    /// IMPORTANT: In case of an erroneous result the caller is responsible for
    /// the lifecycle of the `batch`. It can be deleted or it can be used to
    /// retry with adjusted frontiers.
    ///
    /// The clunky multi-level Result is to enable more obvious error handling
    /// in the caller. See <http://sled.rs/errors.html> for details.
    #[instrument(level = "debug", fields(shard = %self.machine.shard_id()))]
    pub async fn compare_and_append_batch(
        &mut self,
        batches: &mut [&mut Batch<K, V, T, D>],
        expected_upper: Antichain<T>,
        new_upper: Antichain<T>,
    ) -> Result<Result<(), UpperMismatch<T>>, InvalidUsage<T>>
    where
        D: Send + Sync,
    {
        for batch in batches.iter() {
            if self.machine.shard_id() != batch.shard_id() {
                return Err(InvalidUsage::BatchNotFromThisShard {
                    batch_shard: batch.shard_id(),
                    handle_shard: self.machine.shard_id(),
                });
            }
            check_data_version(&self.cfg.build_version, &batch.version);
            if self.cfg.build_version > batch.version {
                info!(
                    shard_id =? self.machine.shard_id(),
                    batch_version =? batch.version,
                    writer_version =? self.cfg.build_version,
                    "Appending batch from the past. This is fine but should be rare. \
                    TODO: Error on very old versions once the leaked blob detector exists."
                )
            }
        }

        let lower = expected_upper.clone();
        let upper = new_upper;
        let since = Antichain::from_elem(T::minimum());
        let desc = Description::new(lower, upper, since);

        let mut received_inline_backpressure = false;
        let maintenance = loop {
            let any_batch_rewrite = batches
                .iter()
                .any(|x| x.batch.parts.iter().any(|x| x.ts_rewrite().is_some()));
            let (mut parts, mut num_updates, mut run_splits, mut run_metas) =
                (vec![], 0, vec![], vec![]);
            for batch in batches.iter() {
                let () = validate_truncate_batch(&batch.batch, &desc, any_batch_rewrite)?;
                for (run_meta, run) in batch.batch.runs() {
                    if run.is_empty() {
                        continue;
                    }
                    // Mark the boundary if this is not the first run in the batch.
                    let start_index = parts.len();
                    if start_index != 0 {
                        run_splits.push(start_index);
                    }
                    run_metas.push(run_meta.clone());
                    parts.extend_from_slice(run);
                }
                num_updates += batch.batch.len;
            }

            let heartbeat_timestamp = (self.cfg.now)();
            let res = self
                .machine
                .compare_and_append(
                    &HollowBatch::new(desc.clone(), parts, num_updates, run_metas, run_splits),
                    &self.writer_id,
                    &self.debug_state,
                    heartbeat_timestamp,
                )
                .await;

            match res {
                CompareAndAppendRes::Success(_seqno, maintenance) => {
                    self.upper.clone_from(desc.upper());
                    for batch in batches.iter_mut() {
                        batch.mark_consumed();
                    }
                    break maintenance;
                }
                CompareAndAppendRes::InvalidUsage(invalid_usage) => return Err(invalid_usage),
                CompareAndAppendRes::UpperMismatch(_seqno, current_upper) => {
                    // We tried to to a compare_and_append with the wrong expected upper, that
                    // won't work. Update the cached upper to the current upper.
                    self.upper.clone_from(&current_upper);
                    return Ok(Err(UpperMismatch {
                        current: current_upper,
                        expected: expected_upper,
                    }));
                }
                CompareAndAppendRes::InlineBackpressure => {
                    // We tried to write an inline part, but there was already
                    // too much in state. Flush it out to s3 and try again.
                    assert_eq!(received_inline_backpressure, false);
                    received_inline_backpressure = true;

                    let cfg = BatchBuilderConfig::new(&self.cfg, self.shard_id());
                    // We could have a large number of inline parts (imagine the
                    // sharded persist_sink), do this flushing concurrently.
                    let flush_batches = batches
                        .iter_mut()
                        .map(|batch| async {
                            batch
                                .flush_to_blob(
                                    &cfg,
                                    &self.metrics.inline.backpressure,
                                    &self.isolated_runtime,
                                    &self.write_schemas,
                                )
                                .await
                        })
                        .collect::<FuturesUnordered<_>>();
                    let () = flush_batches.collect::<()>().await;

                    for batch in batches.iter() {
                        assert_eq!(batch.batch.inline_bytes(), 0);
                    }

                    continue;
                }
            }
        };

        maintenance.start_performing(&self.machine, &self.gc, self.compact.as_ref());

        Ok(Ok(()))
    }

    /// Turns the given [`ProtoBatch`] back into a [`Batch`] which can be used
    /// to append it to this shard.
    pub fn batch_from_transmittable_batch(&self, batch: ProtoBatch) -> Batch<K, V, T, D> {
        let shard_id: ShardId = batch
            .shard_id
            .into_rust()
            .expect("valid transmittable batch");
        assert_eq!(shard_id, self.machine.shard_id());

        let ret = Batch {
            batch_delete_enabled: BATCH_DELETE_ENABLED.get(&self.cfg),
            metrics: Arc::clone(&self.metrics),
            shard_metrics: Arc::clone(&self.machine.applier.shard_metrics),
            version: Version::parse(&batch.version).expect("valid transmittable batch"),
            batch: batch
                .batch
                .into_rust_if_some("ProtoBatch::batch")
                .expect("valid transmittable batch"),
            blob: Arc::clone(&self.blob),
            _phantom: std::marker::PhantomData,
        };
        assert_eq!(ret.shard_id(), self.machine.shard_id());
        ret
    }

    /// Returns a [BatchBuilder] that can be used to write a batch of updates to
    /// blob storage which can then be appended to this shard using
    /// [Self::compare_and_append_batch] or [Self::append_batch].
    ///
    /// It is correct to create an empty batch, which allows for downgrading
    /// `upper` to communicate progress. (see [Self::compare_and_append_batch]
    /// or [Self::append_batch])
    ///
    /// The builder uses a bounded amount of memory, even when the number of
    /// updates is very large. Individual records, however, should be small
    /// enough that we can reasonably chunk them up: O(KB) is definitely fine,
    /// O(MB) come talk to us.
    pub fn builder(&self, lower: Antichain<T>) -> BatchBuilder<K, V, T, D> {
        let cfg = CompactConfig::new(&self.cfg, self.shard_id());
        let parts = if let Some(max_runs) = cfg.batch.max_runs {
            BatchParts::new_compacting::<K, V, D>(
                cfg,
                Description::new(
                    lower.clone(),
                    Antichain::new(),
                    Antichain::from_elem(T::minimum()),
                ),
                max_runs,
                Arc::clone(&self.metrics),
                Arc::clone(&self.machine.applier.shard_metrics),
                self.shard_id(),
                Arc::clone(&self.blob),
                Arc::clone(&self.isolated_runtime),
                &self.metrics.user,
                self.write_schemas.clone(),
            )
        } else {
            BatchParts::new_ordered(
                cfg.batch,
                RunOrder::Unordered,
                Arc::clone(&self.metrics),
                Arc::clone(&self.machine.applier.shard_metrics),
                self.shard_id(),
                Arc::clone(&self.blob),
                Arc::clone(&self.isolated_runtime),
                &self.metrics.user,
            )
        };
        let builder = BatchBuilderInternal::new(
            BatchBuilderConfig::new(&self.cfg, self.shard_id()),
            parts,
            Arc::clone(&self.metrics),
            self.write_schemas.clone(),
            Arc::clone(&self.blob),
            self.machine.shard_id().clone(),
            self.cfg.build_version.clone(),
        );
        BatchBuilder::new(
            builder,
            Description::new(lower, Antichain::new(), Antichain::from_elem(T::minimum())),
            Arc::clone(&self.metrics),
        )
    }

    /// Uploads the given `updates` as one `Batch` to the blob store and returns
    /// a handle to the batch.
    #[instrument(level = "trace", fields(shard = %self.machine.shard_id()))]
    pub async fn batch<SB, KB, VB, TB, DB, I>(
        &mut self,
        updates: I,
        lower: Antichain<T>,
        upper: Antichain<T>,
    ) -> Result<Batch<K, V, T, D>, InvalidUsage<T>>
    where
        SB: Borrow<((KB, VB), TB, DB)>,
        KB: Borrow<K>,
        VB: Borrow<V>,
        TB: Borrow<T>,
        DB: Borrow<D>,
        I: IntoIterator<Item = SB>,
    {
        let iter = updates.into_iter();

        let mut builder = self.builder(lower.clone());

        for update in iter {
            let ((k, v), t, d) = update.borrow();
            let (k, v, t, d) = (k.borrow(), v.borrow(), t.borrow(), d.borrow());
            match builder.add(k, v, t, d).await {
                Ok(Added::Record | Added::RecordAndParts) => (),
                Err(invalid_usage) => return Err(invalid_usage),
            }
        }

        builder.finish(upper.clone()).await
    }

    /// Blocks until the given `frontier` is less than the upper of the shard.
    pub async fn wait_for_upper_past(&mut self, frontier: &Antichain<T>) {
        let mut watch = self.machine.applier.watch();
        let batch = self
            .machine
            .next_listen_batch(frontier, &mut watch, None, None)
            .await;
        if PartialOrder::less_than(&self.upper, batch.desc.upper()) {
            self.upper.clone_from(batch.desc.upper());
        }
        assert!(PartialOrder::less_than(frontier, &self.upper));
    }

    /// Politely expires this writer, releasing any associated state.
    ///
    /// There is a best-effort impl in Drop to expire a writer that wasn't
    /// explictly expired with this method. When possible, explicit expiry is
    /// still preferred because the Drop one is best effort and is dependant on
    /// a tokio [Handle] being available in the TLC at the time of drop (which
    /// is a bit subtle). Also, explicit expiry allows for control over when it
    /// happens.
    #[instrument(level = "debug", fields(shard = %self.machine.shard_id()))]
    pub async fn expire(mut self) {
        let Some(expire_fn) = self.expire_fn.take() else {
            return;
        };
        expire_fn.0().await;
    }

    fn expire_fn(
        machine: Machine<K, V, T, D>,
        gc: GarbageCollector<K, V, T, D>,
        writer_id: WriterId,
    ) -> ExpireFn {
        ExpireFn(Box::new(move || {
            Box::pin(async move {
                let (_, maintenance) = machine.expire_writer(&writer_id).await;
                maintenance.start_performing(&machine, &gc);
            })
        }))
    }

    /// Test helper for an [Self::append] call that is expected to succeed.
    #[cfg(test)]
    #[track_caller]
    pub async fn expect_append<L, U>(&mut self, updates: &[((K, V), T, D)], lower: L, new_upper: U)
    where
        L: Into<Antichain<T>>,
        U: Into<Antichain<T>>,
        D: Send + Sync,
    {
        self.append(updates.iter(), lower.into(), new_upper.into())
            .await
            .expect("invalid usage")
            .expect("unexpected upper");
    }

    /// Test helper for a [Self::compare_and_append] call that is expected to
    /// succeed.
    #[cfg(test)]
    #[track_caller]
    pub async fn expect_compare_and_append(
        &mut self,
        updates: &[((K, V), T, D)],
        expected_upper: T,
        new_upper: T,
    ) where
        D: Send + Sync,
    {
        self.compare_and_append(
            updates.iter().map(|((k, v), t, d)| ((k, v), t, d)),
            Antichain::from_elem(expected_upper),
            Antichain::from_elem(new_upper),
        )
        .await
        .expect("invalid usage")
        .expect("unexpected upper")
    }

    /// Test helper for a [Self::compare_and_append_batch] call that is expected
    /// to succeed.
    #[cfg(test)]
    #[track_caller]
    pub async fn expect_compare_and_append_batch(
        &mut self,
        batches: &mut [&mut Batch<K, V, T, D>],
        expected_upper: T,
        new_upper: T,
    ) {
        self.compare_and_append_batch(
            batches,
            Antichain::from_elem(expected_upper),
            Antichain::from_elem(new_upper),
        )
        .await
        .expect("invalid usage")
        .expect("unexpected upper")
    }

    /// Test helper for an [Self::append] call that is expected to succeed.
    #[cfg(test)]
    #[track_caller]
    pub async fn expect_batch(
        &mut self,
        updates: &[((K, V), T, D)],
        lower: T,
        upper: T,
    ) -> Batch<K, V, T, D> {
        self.batch(
            updates.iter(),
            Antichain::from_elem(lower),
            Antichain::from_elem(upper),
        )
        .await
        .expect("invalid usage")
    }
}

impl<K: Codec, V: Codec, T, D> Drop for WriteHandle<K, V, T, D> {
    fn drop(&mut self) {
        let Some(expire_fn) = self.expire_fn.take() else {
            return;
        };
        let handle = match Handle::try_current() {
            Ok(x) => x,
            Err(_) => {
                warn!("WriteHandle {} dropped without being explicitly expired, falling back to lease timeout", self.writer_id);
                return;
            }
        };
        // Spawn a best-effort task to expire this write handle. It's fine if
        // this doesn't run to completion, we'd just have to wait out the lease
        // before the shard-global since is unblocked.
        //
        // Intentionally create the span outside the task to set the parent.
        let expire_span = debug_span!("drop::expire");
        handle.spawn_named(
            || format!("WriteHandle::expire ({})", self.writer_id),
            expire_fn.0().instrument(expire_span),
        );
    }
}

#[cfg(test)]
mod tests {
    use std::str::FromStr;
    use std::sync::mpsc;

    use differential_dataflow::consolidation::consolidate_updates;
    use futures_util::FutureExt;
    use mz_dyncfg::ConfigUpdates;
    use mz_ore::collections::CollectionExt;
    use mz_ore::task;
    use serde_json::json;

    use crate::cache::PersistClientCache;
    use crate::tests::{all_ok, new_test_client};
    use crate::{PersistLocation, ShardId};

    use super::*;

    #[mz_persist_proc::test(tokio::test)]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn empty_batches(dyncfgs: ConfigUpdates) {
        let data = [
            (("1".to_owned(), "one".to_owned()), 1, 1),
            (("2".to_owned(), "two".to_owned()), 2, 1),
            (("3".to_owned(), "three".to_owned()), 3, 1),
        ];

        let (mut write, _) = new_test_client(&dyncfgs)
            .await
            .expect_open::<String, String, u64, i64>(ShardId::new())
            .await;
        let blob = Arc::clone(&write.blob);

        // Write an initial batch.
        let mut upper = 3;
        write.expect_append(&data[..2], vec![0], vec![upper]).await;

        // Write a bunch of empty batches. This shouldn't write blobs, so the count should stay the same.
        let mut count_before = 0;
        blob.list_keys_and_metadata("", &mut |_| {
            count_before += 1;
        })
        .await
        .expect("list_keys failed");
        for _ in 0..5 {
            let new_upper = upper + 1;
            write.expect_compare_and_append(&[], upper, new_upper).await;
            upper = new_upper;
        }
        let mut count_after = 0;
        blob.list_keys_and_metadata("", &mut |_| {
            count_after += 1;
        })
        .await
        .expect("list_keys failed");
        assert_eq!(count_after, count_before);
    }

    #[mz_persist_proc::test(tokio::test)]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn compare_and_append_batch_multi(dyncfgs: ConfigUpdates) {
        let data0 = vec![
            (("1".to_owned(), "one".to_owned()), 1, 1),
            (("2".to_owned(), "two".to_owned()), 2, 1),
            (("4".to_owned(), "four".to_owned()), 4, 1),
        ];
        let data1 = vec![
            (("1".to_owned(), "one".to_owned()), 1, 1),
            (("2".to_owned(), "two".to_owned()), 2, 1),
            (("3".to_owned(), "three".to_owned()), 3, 1),
        ];

        let (mut write, mut read) = new_test_client(&dyncfgs)
            .await
            .expect_open::<String, String, u64, i64>(ShardId::new())
            .await;

        let mut batch0 = write.expect_batch(&data0, 0, 5).await;
        let mut batch1 = write.expect_batch(&data1, 0, 4).await;

        write
            .expect_compare_and_append_batch(&mut [&mut batch0, &mut batch1], 0, 4)
            .await;

        let batch = write
            .machine
            .snapshot(&Antichain::from_elem(3))
            .await
            .expect("just wrote this")
            .into_element();

        assert!(batch.runs().count() >= 2);

        let expected = vec![
            (("1".to_owned(), "one".to_owned()), 1, 2),
            (("2".to_owned(), "two".to_owned()), 2, 2),
            (("3".to_owned(), "three".to_owned()), 3, 1),
        ];
        let mut actual = read.expect_snapshot_and_fetch(3).await;
        consolidate_updates(&mut actual);
        assert_eq!(actual, all_ok(&expected, 3));
    }

    #[mz_ore::test]
    fn writer_id_human_readable_serde() {
        #[derive(Debug, Serialize, Deserialize)]
        struct Container {
            writer_id: WriterId,
        }

        // roundtrip through json
        let id = WriterId::from_str("w00000000-1234-5678-0000-000000000000").expect("valid id");
        assert_eq!(
            id,
            serde_json::from_value(serde_json::to_value(id.clone()).expect("serializable"))
                .expect("deserializable")
        );

        // deserialize a serialized string directly
        assert_eq!(
            id,
            serde_json::from_str("\"w00000000-1234-5678-0000-000000000000\"")
                .expect("deserializable")
        );

        // roundtrip id through a container type
        let json = json!({ "writer_id": id });
        assert_eq!(
            "{\"writer_id\":\"w00000000-1234-5678-0000-000000000000\"}",
            &json.to_string()
        );
        let container: Container = serde_json::from_value(json).expect("deserializable");
        assert_eq!(container.writer_id, id);
    }

    #[mz_persist_proc::test(tokio::test)]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn hollow_batch_roundtrip(dyncfgs: ConfigUpdates) {
        let data = vec![
            (("1".to_owned(), "one".to_owned()), 1, 1),
            (("2".to_owned(), "two".to_owned()), 2, 1),
            (("3".to_owned(), "three".to_owned()), 3, 1),
        ];

        let (mut write, mut read) = new_test_client(&dyncfgs)
            .await
            .expect_open::<String, String, u64, i64>(ShardId::new())
            .await;

        // This test is a bit more complex than it should be. It would be easier
        // if we could just compare the rehydrated batch to the original batch.
        // But a) turning a batch into a hollow batch consumes it, and b) Batch
        // doesn't have Eq/PartialEq.
        let batch = write.expect_batch(&data, 0, 4).await;
        let hollow_batch = batch.into_transmittable_batch();
        let mut rehydrated_batch = write.batch_from_transmittable_batch(hollow_batch);

        write
            .expect_compare_and_append_batch(&mut [&mut rehydrated_batch], 0, 4)
            .await;

        let expected = vec![
            (("1".to_owned(), "one".to_owned()), 1, 1),
            (("2".to_owned(), "two".to_owned()), 2, 1),
            (("3".to_owned(), "three".to_owned()), 3, 1),
        ];
        let mut actual = read.expect_snapshot_and_fetch(3).await;
        consolidate_updates(&mut actual);
        assert_eq!(actual, all_ok(&expected, 3));
    }

    #[mz_persist_proc::test(tokio::test)]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn wait_for_upper_past(dyncfgs: ConfigUpdates) {
        let client = new_test_client(&dyncfgs).await;
        let (mut write, _) = client.expect_open::<(), (), u64, i64>(ShardId::new()).await;
        let five = Antichain::from_elem(5);

        // Upper is not past 5.
        assert_eq!(write.wait_for_upper_past(&five).now_or_never(), None);

        // Upper is still not past 5.
        write
            .expect_compare_and_append(&[(((), ()), 1, 1)], 0, 5)
            .await;
        assert_eq!(write.wait_for_upper_past(&five).now_or_never(), None);

        // Upper is past 5.
        write
            .expect_compare_and_append(&[(((), ()), 5, 1)], 5, 7)
            .await;
        assert_eq!(write.wait_for_upper_past(&five).now_or_never(), Some(()));
        assert_eq!(write.upper(), &Antichain::from_elem(7));

        // Waiting for previous uppers does not regress the handle's cached
        // upper.
        assert_eq!(
            write
                .wait_for_upper_past(&Antichain::from_elem(2))
                .now_or_never(),
            Some(())
        );
        assert_eq!(write.upper(), &Antichain::from_elem(7));
    }

    #[mz_ore::test(tokio::test(flavor = "multi_thread"))]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn fetch_recent_upper_linearized() {
        type Timestamp = u64;
        let max_upper = 1000;

        let shard_id = ShardId::new();
        let mut clients = PersistClientCache::new_no_metrics();
        let upper_writer_client = clients.open(PersistLocation::new_in_mem()).await.unwrap();
        let (mut upper_writer, _) = upper_writer_client
            .expect_open::<(), (), Timestamp, i64>(shard_id)
            .await;
        // Clear the state cache between each client to maximally disconnect
        // them from each other.
        clients.clear_state_cache();
        let upper_reader_client = clients.open(PersistLocation::new_in_mem()).await.unwrap();
        let (mut upper_reader, _) = upper_reader_client
            .expect_open::<(), (), Timestamp, i64>(shard_id)
            .await;
        let (tx, rx) = mpsc::channel();

        let task = task::spawn(|| "upper-reader", async move {
            let mut upper = Timestamp::MIN;

            while upper < max_upper {
                while let Ok(new_upper) = rx.try_recv() {
                    upper = new_upper;
                }

                let recent_upper = upper_reader
                    .fetch_recent_upper()
                    .await
                    .as_option()
                    .cloned()
                    .expect("u64 is totally ordered and the shard is not finalized");
                assert!(
                    recent_upper >= upper,
                    "recent upper {recent_upper:?} is less than known upper {upper:?}"
                );
            }
        });

        for upper in Timestamp::MIN..max_upper {
            let next_upper = upper + 1;
            upper_writer
                .expect_compare_and_append(&[], upper, next_upper)
                .await;
            tx.send(next_upper).expect("send failed");
        }

        task.await.expect("await failed");
    }
}