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
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
// 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.

//! Introspection of storage utilization by persist

use std::collections::BTreeMap;
use std::sync::Arc;
use std::time::Instant;

use futures::stream::{FuturesUnordered, StreamExt};
use mz_ore::cast::CastFrom;
use mz_persist::location::Blob;
use tokio::sync::Semaphore;
use tracing::{error, info};

use crate::cfg::PersistConfig;
use crate::internal::paths::{BlobKey, BlobKeyPrefix, PartialBlobKey, WriterKey};
use crate::internal::state::{BatchPart, HollowBlobRef};
use crate::internal::state_versions::StateVersions;
use crate::write::WriterId;
use crate::{retry_external, Metrics, PersistClient, ShardId};

/// A breakdown of the size of various contributions to a shard's blob
/// usage that is actively referenced by any live state in Consensus.
#[derive(Clone, Debug)]
pub struct ShardUsageReferenced {
    pub(crate) batches_bytes: u64,
    pub(crate) rollup_bytes: u64,
}

impl ShardUsageReferenced {
    /// Byte size of all data referenced in state for the shard.
    pub fn size_bytes(&self) -> u64 {
        let Self {
            batches_bytes,
            rollup_bytes,
        } = self;
        *batches_bytes + *rollup_bytes
    }
}

/// The referenced blob usage for a set of shards.
#[derive(Debug)]
pub struct ShardsUsageReferenced {
    /// The data for each shard.
    pub by_shard: BTreeMap<ShardId, ShardUsageReferenced>,
}

/// A breakdown of the size of various contributions to a shard's blob (S3)
/// usage.
///
/// This is structured as a "funnel", in which the steps are additive.
/// Specifically `1=2a+2b`, `2a=3a+3b`, `3a=4a+4b`, `4a=5a+5b` (so the "a"s are
/// the funnel and the "b"s are places where data splits out of the funnel).
#[derive(Clone, Debug)]
pub struct ShardUsageAudit {
    /// 5a: Data in batches/parts referenced by the most recent version of
    /// state.
    pub current_state_batches_bytes: u64,
    /// 5b: Data in rollups referenced by the most recent version of state.
    pub current_state_rollups_bytes: u64,
    /// 4b: Data referenced by a live version of state that is not the most
    /// recent.
    ///
    /// Possible causes:
    /// - SeqNo hold
    /// - Waiting for a GC run
    pub referenced_not_current_state_bytes: u64,
    /// 3b: Data not referenced by any live version of state.
    ///
    /// Possible causes:
    /// - A batch or rollup that's about to be linked into state
    /// - A batch leaked by a crash, but the writer has not yet been force
    ///   expired
    /// - A rollup leaked by a crash, but GC has not yet advanced past the
    ///   SeqNo
    pub not_leaked_not_referenced_bytes: u64,
    /// 2b: Data that is eligible for reclamation by a (future) leaked blob
    /// cleanup task (#17322).
    ///
    /// Possible causes:
    /// - A batch or rollup written by a process which crashed (or was rolled)
    ///   before it could be linked into state.
    pub leaked_bytes: u64,
}

impl ShardUsageAudit {
    /// 4a: Data referenced by the most recent version of state.
    pub fn current_state_bytes(&self) -> u64 {
        self.current_state_batches_bytes + self.current_state_rollups_bytes
    }

    /// 3a: Data referenced by any live version of state.
    pub fn referenced_bytes(&self) -> u64 {
        self.current_state_bytes() + self.referenced_not_current_state_bytes
    }

    /// 2a: Data that would not be reclaimed by a (future) leaked blob
    /// cleanup task (#17322).
    pub fn not_leaked_bytes(&self) -> u64 {
        self.referenced_bytes() + self.not_leaked_not_referenced_bytes
    }

    /// 1: Raw blob (S3) usage.
    ///
    /// NB: Due to race conditions between reads of blob and consensus in the
    /// usage code, this might be a slight under-counting.
    pub fn total_bytes(&self) -> u64 {
        self.not_leaked_bytes() + self.leaked_bytes
    }
}

/// The blob (S3) usage of all shards in an environment.
#[derive(Clone, Debug)]
pub struct ShardsUsageAudit {
    /// The data for each shard.
    pub by_shard: BTreeMap<ShardId, ShardUsageAudit>,
    /// Data not attributable to any particular shard. This _should_ always be
    /// 0; a nonzero value indicates either persist wrote an invalid blob key,
    /// or another process is storing data under the same path (!)
    pub unattributable_bytes: u64,
}

#[derive(Clone, Debug, Default)]
struct BlobUsage {
    by_shard: BTreeMap<ShardId, ShardBlobUsage>,
    unattributable_bytes: u64,
    batch_part_bytes: u64,
    batch_part_count: u64,
    rollup_size: u64,
    rollup_count: u64,
    total_size: u64,
    total_count: u64,
}

#[derive(Clone, Debug, Default)]
struct ShardBlobUsage {
    by_writer: BTreeMap<WriterKey, u64>,
    rollup_bytes: u64,
}

impl ShardBlobUsage {
    fn total_bytes(&self) -> u64 {
        self.by_writer.values().copied().sum::<u64>() + self.rollup_bytes
    }
}

/// Provides access to storage usage metrics for a specific Blob
#[derive(Clone, Debug)]
pub struct StorageUsageClient {
    cfg: PersistConfig,
    blob: Arc<dyn Blob + Send + Sync>,
    metrics: Arc<Metrics>,
    state_versions: Arc<StateVersions>,
}

impl StorageUsageClient {
    /// Creates a new StorageUsageClient.
    pub fn open(client: PersistClient) -> Self {
        let state_versions = Arc::new(StateVersions::new(
            client.cfg.clone(),
            Arc::clone(&client.consensus),
            Arc::clone(&client.blob),
            Arc::clone(&client.metrics),
        ));
        StorageUsageClient {
            cfg: client.cfg,
            blob: client.blob,
            metrics: client.metrics,
            state_versions,
        }
    }

    /// Computes [ShardUsageReferenced] for a single shard. Suitable for customer billing.
    pub async fn shard_usage_referenced(&self, shard_id: ShardId) -> ShardUsageReferenced {
        let mut start = Instant::now();
        let states_iter = self
            .state_versions
            .fetch_all_live_states::<u64>(shard_id)
            .await;
        let states_iter = match states_iter {
            Some(x) => x,
            None => {
                return ShardUsageReferenced {
                    batches_bytes: 0,
                    rollup_bytes: 0,
                }
            }
        };
        let mut states_iter = states_iter
            .check_ts_codec()
            .expect("ts should be a u64 in all prod shards");

        let shard_metrics = &self.metrics.shards.shard(&shard_id, "unknown");
        shard_metrics
            .gc_live_diffs
            .set(u64::cast_from(states_iter.len()));

        let now = Instant::now();
        self.metrics
            .audit
            .step_state
            .inc_by(now.duration_since(start).as_secs_f64());
        start = now;

        let mut batches_bytes = 0;
        let mut rollup_bytes = 0;
        while let Some(_) = states_iter.next(|diff| {
            diff.referenced_blob_fn(|blob| match blob {
                HollowBlobRef::Batch(batch) => {
                    for part in &batch.parts {
                        batches_bytes += part.encoded_size_bytes();
                    }
                }
                HollowBlobRef::Rollup(rollup) => {
                    rollup_bytes += rollup.encoded_size_bytes.unwrap_or(1);
                }
            })
        }) {}

        let referenced = ShardUsageReferenced {
            batches_bytes: u64::cast_from(batches_bytes),
            rollup_bytes: u64::cast_from(rollup_bytes),
        };

        let current_state_sizes = states_iter.state().size_metrics();
        shard_metrics
            .usage_current_state_batches_bytes
            .set(u64::cast_from(current_state_sizes.state_batches_bytes));
        shard_metrics
            .usage_current_state_rollups_bytes
            .set(u64::cast_from(current_state_sizes.state_rollups_bytes));
        shard_metrics.usage_referenced_not_current_state_bytes.set(
            referenced.size_bytes()
                - u64::cast_from(
                    current_state_sizes.state_batches_bytes
                        + current_state_sizes.state_rollups_bytes,
                ),
        );

        self.metrics
            .audit
            .step_math
            .inc_by(now.duration_since(start).as_secs_f64());

        referenced
    }

    /// Computes [ShardUsageReferenced] for a given set of shards. Suitable for customer billing.
    pub async fn shards_usage_referenced<I>(&self, shard_ids: I) -> ShardsUsageReferenced
    where
        I: IntoIterator<Item = ShardId>,
    {
        let semaphore = Arc::new(Semaphore::new(
            self.cfg.dynamic.usage_state_fetch_concurrency_limit(),
        ));
        let by_shard_futures = FuturesUnordered::new();
        for shard_id in shard_ids {
            let semaphore = Arc::clone(&semaphore);
            let shard_usage_fut = async move {
                let _permit = semaphore
                    .acquire()
                    .await
                    .expect("acquiring permit from open semaphore");
                let shard_usage = self.shard_usage_referenced(shard_id).await;
                (shard_id, shard_usage)
            };
            by_shard_futures.push(shard_usage_fut);
        }
        let by_shard = by_shard_futures.collect().await;
        ShardsUsageReferenced { by_shard }
    }

    /// Computes [ShardUsageAudit] for a single shard.
    ///
    /// Performs a full scan of [Blob] and [mz_persist::location::Consensus] to compute a full audit
    /// of blob usage, categorizing both referenced and unreferenced blobs (see [ShardUsageAudit]
    /// for full details). While [ShardUsageAudit::referenced_bytes] is suitable for billing, prefer
    /// [Self::shard_usage_referenced] to avoid the (costly!) scan of [Blob] if the additional
    /// categorizations are not needed.
    pub async fn shard_usage_audit(&self, shard_id: ShardId) -> ShardUsageAudit {
        let mut blob_usage = self.blob_raw_usage(BlobKeyPrefix::Shard(&shard_id)).await;
        let blob_usage = blob_usage.by_shard.remove(&shard_id).unwrap_or_default();
        self.shard_usage_given_blob_usage(shard_id, &blob_usage)
            .await
    }

    /// Computes [ShardUsageAudit] for every shard in an env.
    ///
    /// See [Self::shard_usage_audit] for more details on when to use a full audit.
    pub async fn shards_usage_audit(&self) -> ShardsUsageAudit {
        let blob_usage = self.blob_raw_usage(BlobKeyPrefix::All).await;
        self.metrics
            .audit
            .blob_batch_part_bytes
            .set(blob_usage.batch_part_bytes);
        self.metrics
            .audit
            .blob_batch_part_count
            .set(blob_usage.batch_part_count);
        self.metrics
            .audit
            .blob_rollup_bytes
            .set(blob_usage.rollup_size);
        self.metrics
            .audit
            .blob_rollup_count
            .set(blob_usage.rollup_count);
        self.metrics.audit.blob_bytes.set(blob_usage.total_size);
        self.metrics.audit.blob_count.set(blob_usage.total_count);

        let semaphore = Semaphore::new(self.cfg.dynamic.usage_state_fetch_concurrency_limit());
        let by_shard_futures = FuturesUnordered::new();
        for (shard_id, total_bytes) in blob_usage.by_shard.iter() {
            let shard_usage_fut = async {
                let _permit = semaphore
                    .acquire()
                    .await
                    .expect("acquiring permit from open semaphore");
                let shard_usage = self
                    .shard_usage_given_blob_usage(*shard_id, total_bytes)
                    .await;
                (*shard_id, shard_usage)
            };
            by_shard_futures.push(shard_usage_fut);
        }

        let by_shard = by_shard_futures.collect().await;
        ShardsUsageAudit {
            by_shard,
            unattributable_bytes: blob_usage.unattributable_bytes,
        }
    }

    async fn blob_raw_usage(&self, prefix: BlobKeyPrefix<'_>) -> BlobUsage {
        retry_external(
            &self.metrics.retries.external.storage_usage_shard_size,
            || async {
                let mut start = Instant::now();
                let mut keys = 0;
                let mut usage = BlobUsage::default();
                self.blob
                    .list_keys_and_metadata(&prefix.to_string(), &mut |metadata| {
                        // Increment the step timing metrics as we go, so it
                        // doesn't all show up at the end.
                        keys += 1;
                        if keys % 100 == 0 {
                            let now = Instant::now();
                            self.metrics
                                .audit
                                .step_blob_metadata
                                .inc_by(now.duration_since(start).as_secs_f64());
                            start = now;
                        }

                        match BlobKey::parse_ids(metadata.key) {
                            Ok((shard, partial_blob_key)) => {
                                let shard_usage = usage.by_shard.entry(shard).or_default();

                                match partial_blob_key {
                                    PartialBlobKey::Batch(writer_id, _) => {
                                        usage.batch_part_bytes += metadata.size_in_bytes;
                                        usage.batch_part_count += 1;
                                        *shard_usage.by_writer.entry(writer_id).or_default() +=
                                            metadata.size_in_bytes;
                                    }
                                    PartialBlobKey::Rollup(_, _) => {
                                        usage.rollup_size += metadata.size_in_bytes;
                                        usage.rollup_count += 1;
                                        shard_usage.rollup_bytes += metadata.size_in_bytes;
                                    }
                                }
                            }
                            _ => {
                                info!("unknown blob: {}: {}", metadata.key, metadata.size_in_bytes);
                                usage.unattributable_bytes += metadata.size_in_bytes;
                            }
                        }
                        usage.total_size += metadata.size_in_bytes;
                        usage.total_count += 1;
                    })
                    .await?;
                self.metrics
                    .audit
                    .step_blob_metadata
                    .inc_by(start.elapsed().as_secs_f64());
                Ok(usage)
            },
        )
        .await
    }

    async fn shard_usage_given_blob_usage(
        &self,
        shard_id: ShardId,
        blob_usage: &ShardBlobUsage,
    ) -> ShardUsageAudit {
        let mut start = Instant::now();
        let states_iter = self
            .state_versions
            .fetch_all_live_states::<u64>(shard_id)
            .await;
        let states_iter = match states_iter {
            Some(x) => x,
            None => {
                // It's unexpected for a shard to exist in blob but not in
                // consensus, but it could happen. For example, if an initial
                // rollup has been written but the initial CaS hasn't yet
                // succeeded (or if a `bin/environmentd --reset` is interrupted
                // in dev). Be loud because it's unexpected, but handle it
                // because it can happen.
                error!(
                    concat!(
                    "shard {} existed in blob but not in consensus. This should be quite rare in ",
                    "prod, but is semi-expected in development if `bin/environmentd --reset` gets ",
                    "interrupted"),
                    shard_id
                );
                return ShardUsageAudit {
                    current_state_batches_bytes: 0,
                    current_state_rollups_bytes: 0,
                    referenced_not_current_state_bytes: 0,
                    not_leaked_not_referenced_bytes: 0,
                    leaked_bytes: blob_usage.total_bytes(),
                };
            }
        };
        let mut states_iter = states_iter
            .check_ts_codec()
            .expect("ts should be a u64 in all prod shards");
        let now = Instant::now();
        self.metrics
            .audit
            .step_state
            .inc_by(now.duration_since(start).as_secs_f64());
        start = now;

        let shard_metrics = self.metrics.shards.shard(&shard_id, "unknown");
        shard_metrics
            .gc_live_diffs
            .set(u64::cast_from(states_iter.len()));

        let mut referenced_batches_bytes = BTreeMap::new();
        let mut referenced_other_bytes = 0;
        while let Some(_) = states_iter.next(|x| {
            x.referenced_blob_fn(|x| match x {
                HollowBlobRef::Batch(x) => {
                    for part in x.parts.iter() {
                        let part = match part {
                            BatchPart::Hollow(x) => x,
                            BatchPart::Inline { .. } => continue,
                        };
                        let parsed = BlobKey::parse_ids(&part.key.complete(&shard_id));
                        if let Ok((_, PartialBlobKey::Batch(writer_id, _))) = parsed {
                            let writer_referenced_batches_bytes =
                                referenced_batches_bytes.entry(writer_id).or_default();
                            *writer_referenced_batches_bytes +=
                                u64::cast_from(part.encoded_size_bytes);
                        } else {
                            // Unexpected, but don't need to panic here.
                            referenced_other_bytes += u64::cast_from(part.encoded_size_bytes);
                        }
                    }
                }
                HollowBlobRef::Rollup(x) => {
                    referenced_other_bytes +=
                        u64::cast_from(x.encoded_size_bytes.unwrap_or_default());
                }
            })
        }) {}

        let mut current_state_batches_bytes = 0;
        let mut current_state_rollups_bytes = 0;
        states_iter.state().map_blobs(|x| match x {
            HollowBlobRef::Batch(x) => {
                for part in x.parts.iter() {
                    let part = match part {
                        BatchPart::Hollow(x) => x,
                        BatchPart::Inline { .. } => continue,
                    };
                    current_state_batches_bytes += u64::cast_from(part.encoded_size_bytes);
                }
            }
            HollowBlobRef::Rollup(x) => {
                current_state_rollups_bytes +=
                    u64::cast_from(x.encoded_size_bytes.unwrap_or_default());
            }
        });
        let current_state_bytes = current_state_batches_bytes + current_state_rollups_bytes;

        let live_writers = &states_iter.state().collections.writers;
        let ret = ShardUsageAudit::from(ShardUsageCumulativeMaybeRacy {
            current_state_batches_bytes,
            current_state_bytes,
            referenced_other_bytes,
            referenced_batches_bytes: &referenced_batches_bytes,
            // In the future, this is likely to include a "grace period" so recent but non-current
            // versions are also considered live
            minimum_version: WriterKey::for_version(&self.cfg.build_version),
            live_writers,
            blob_usage,
        });

        // Sanity check that we didn't obviously do anything wrong.
        assert_eq!(ret.total_bytes(), blob_usage.total_bytes());

        shard_metrics
            .usage_current_state_batches_bytes
            .set(ret.current_state_batches_bytes);
        shard_metrics
            .usage_current_state_rollups_bytes
            .set(ret.current_state_rollups_bytes);
        shard_metrics
            .usage_referenced_not_current_state_bytes
            .set(ret.referenced_not_current_state_bytes);
        shard_metrics
            .usage_not_leaked_not_referenced_bytes
            .set(ret.not_leaked_not_referenced_bytes);
        shard_metrics.usage_leaked_bytes.set(ret.leaked_bytes);

        self.metrics
            .audit
            .step_math
            .inc_by(start.elapsed().as_secs_f64());
        ret
    }

    /// Returns the size (in bytes) of a subset of blobs specified by
    /// [BlobKeyPrefix]
    ///
    /// Can be safely called within retry_external to ensure it succeeds
    #[cfg(test)]
    async fn size(
        &self,
        prefix: BlobKeyPrefix<'_>,
    ) -> Result<u64, mz_persist::location::ExternalError> {
        let mut total_size = 0;
        self.blob
            .list_keys_and_metadata(&prefix.to_string(), &mut |metadata| {
                total_size += metadata.size_in_bytes;
            })
            .await?;
        Ok(total_size)
    }
}

#[derive(Debug)]
struct ShardUsageCumulativeMaybeRacy<'a, T> {
    current_state_batches_bytes: u64,
    current_state_bytes: u64,
    referenced_other_bytes: u64,
    referenced_batches_bytes: &'a BTreeMap<WriterKey, u64>,
    minimum_version: WriterKey,
    live_writers: &'a BTreeMap<WriterId, T>,
    blob_usage: &'a ShardBlobUsage,
}

impl<T: std::fmt::Debug> From<ShardUsageCumulativeMaybeRacy<'_, T>> for ShardUsageAudit {
    fn from(x: ShardUsageCumulativeMaybeRacy<'_, T>) -> Self {
        let mut not_leaked_bytes = 0;
        let mut total_bytes = 0;
        for (writer_key, bytes) in x.blob_usage.by_writer.iter() {
            total_bytes += *bytes;
            let writer_key_is_live = match writer_key {
                WriterKey::Id(writer_id) => x.live_writers.contains_key(writer_id),
                version @ WriterKey::Version(_) => *version >= x.minimum_version,
            };
            if writer_key_is_live {
                not_leaked_bytes += *bytes;
            } else {
                // This writer is no longer live, so it can never again link
                // anything into state. As a result, we know that anything it
                // hasn't linked into state is now leaked and eligible for
                // reclamation by a (future) leaked blob detector.
                let writer_referenced =
                    x.referenced_batches_bytes.get(writer_key).map_or(0, |x| *x);
                // It's possible, due to races, that a writer has more
                // referenced batches in state than we saw for that writer in
                // blob. Cap it at the number of bytes we saw in blob, otherwise
                // we could hit the "blob inputs should be cumulative" panic
                // below.
                not_leaked_bytes += std::cmp::min(*bytes, writer_referenced);
            }
        }
        // For now, assume rollups aren't leaked. We could compute which rollups
        // are leaked by plumbing things more precisely, if that's necessary.
        total_bytes += x.blob_usage.rollup_bytes;
        not_leaked_bytes += x.blob_usage.rollup_bytes;

        let leaked_bytes = total_bytes
            .checked_sub(not_leaked_bytes)
            .expect("blob inputs should be cumulative");
        let referenced_batches_bytes = x.referenced_batches_bytes.values().sum::<u64>();
        let referenced_bytes = referenced_batches_bytes + x.referenced_other_bytes;
        let mut referenced_not_current_state_bytes = referenced_bytes
            .checked_sub(x.current_state_bytes)
            .expect("state inputs should be cumulative");
        let mut current_state_rollups_bytes = x
            .current_state_bytes
            .checked_sub(x.current_state_batches_bytes)
            .expect("state inputs should be cumulative");
        let mut current_state_batches_bytes = x.current_state_batches_bytes;

        // If we could transactionally read both blob and consensus, the
        // cumulative numbers would all line up. We can't, so we have to adjust
        // them up a bit to account for the race condition. We read blob first,
        // and then consensus, but the race could go either way: a blob that is
        // currently in state could be deleted from both in between the reads,
        // OR a blob could be written and linked into state in between the
        // reads. We could do a blob-state-blob sandwich, and then use
        // differences between the two blob reads to reason about what
        // specifically happens in a race, but this: (a) takes memory
        // proportional to `O(blobs)` and (b) is overkill. Instead, we adjust by
        // category.
        //
        // In the event of a discrepancy, we ensure that numbers will only get
        // smaller (by policy, we prefer to under-count for billing).
        // Concretely:
        // - If referenced_bytes (which comes from state) is > not_leaked_bytes
        //   (which is a subset of what we read from blob), then we've
        //   definitely hit the race and the funnel doesn't make sense (some of
        //   the things that are supposed to be smaller are actually bigger).
        //   Figure out how much we have to fix up the numbers and call it
        //   "possible_over_count".
        // - Then go "down" ("up"?) the funnel category by category (each of
        //   which represented here by diffs from the previous category)
        //   reducing them until we've adjusted them collectively down by
        //   "possible_over_count".
        // - First is not_leaked_not_referenced_bytes (the diff from
        //   referenced_bytes to not_leaked_bytes).
        // - Then, if necessary, carry the adjustment to
        //   referenced_not_current_state_bytes (the diff from
        //   current_state_bytes to referenced_bytes).
        // - And so on.
        // - Note that the largest possible value for possible_over_count is
        //   referenced_bytes (e.g. if we read nothing from blob). Because all
        //   the diffs add up to referenced_bytes, we're guaranteed that
        //   "possible_over_count" will have reached 0 by the time we've
        //   finished adjusting all the categories.
        let mut not_leaked_not_referenced_bytes = not_leaked_bytes.saturating_sub(referenced_bytes);
        let mut possible_over_count = referenced_bytes.saturating_sub(not_leaked_bytes);
        fn adjust(adjustment: &mut u64, val: &mut u64) {
            let x = std::cmp::min(*adjustment, *val);
            *adjustment -= x;
            *val -= x;
        }
        adjust(
            &mut possible_over_count,
            &mut not_leaked_not_referenced_bytes,
        );
        adjust(
            &mut possible_over_count,
            &mut referenced_not_current_state_bytes,
        );
        adjust(&mut possible_over_count, &mut current_state_rollups_bytes);
        adjust(&mut possible_over_count, &mut current_state_batches_bytes);
        assert_eq!(possible_over_count, 0);

        let ret = ShardUsageAudit {
            current_state_batches_bytes,
            current_state_rollups_bytes,
            referenced_not_current_state_bytes,
            not_leaked_not_referenced_bytes,
            leaked_bytes,
        };

        // These ones are guaranteed to be equal.
        debug_assert_eq!(ret.total_bytes(), total_bytes);
        debug_assert_eq!(ret.not_leaked_bytes(), not_leaked_bytes);
        // The rest might have been reduced because of the race condition.
        debug_assert!(ret.referenced_bytes() <= referenced_bytes);
        debug_assert!(ret.current_state_bytes() <= x.current_state_bytes);
        debug_assert!(ret.current_state_batches_bytes <= x.current_state_batches_bytes);
        ret
    }
}

impl std::fmt::Display for ShardUsageAudit {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(
            f,
            concat!(
                "total s3 contents:                  {}\n",
                "  leaked:                           {}\n",
                "  not leaked:                       {}\n",
                "    not leaked not referenced:      {}\n",
                "    referenced:                     {}\n",
                "      referenced not current state: {}\n",
                "      current state:                {}\n",
                "        current rollups:            {}\n",
                "        current batches:            {}",
            ),
            HumanBytes(self.total_bytes()),
            HumanBytes(self.leaked_bytes),
            HumanBytes(self.not_leaked_bytes()),
            HumanBytes(self.not_leaked_not_referenced_bytes),
            HumanBytes(self.referenced_bytes()),
            HumanBytes(self.referenced_not_current_state_bytes),
            HumanBytes(self.current_state_bytes()),
            HumanBytes(self.current_state_rollups_bytes),
            HumanBytes(self.current_state_batches_bytes),
        )
    }
}

pub(crate) struct HumanBytes(pub u64);

impl std::fmt::Display for HumanBytes {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        if self.0 < 1_240u64 {
            return write!(f, "{}B", self.0);
        }
        #[allow(clippy::as_conversions)]
        let mut bytes = self.0 as f64 / 1_024f64;
        if bytes < 1_240f64 {
            return write!(f, "{:.1}KiB", bytes);
        }
        bytes = bytes / 1_024f64;
        if bytes < 1_240f64 {
            return write!(f, "{:.1}MiB", bytes);
        }
        bytes = bytes / 1_024f64;
        if bytes < 1_240f64 {
            return write!(f, "{:.1}GiB", bytes);
        }
        bytes = bytes / 1_024f64;
        write!(f, "{:.1}TiB", bytes)
    }
}

#[cfg(test)]
mod tests {
    use bytes::Bytes;
    use mz_dyncfg::ConfigUpdates;
    use mz_persist::location::SeqNo;
    use semver::Version;
    use timely::progress::Antichain;

    use crate::batch::{
        BatchBuilderConfig, BLOB_TARGET_SIZE, INLINE_WRITES_SINGLE_MAX_BYTES,
        INLINE_WRITES_TOTAL_MAX_BYTES,
    };
    use crate::internal::paths::{PartialRollupKey, RollupId};
    use crate::tests::new_test_client;
    use crate::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 size(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),
            (("4".to_owned(), "four".to_owned()), 4, 1),
        ];

        let client = new_test_client(&dyncfgs).await;
        let inline_writes_enabled = INLINE_WRITES_SINGLE_MAX_BYTES.get(&client.cfg) > 0;
        let build_version = client.cfg.build_version.clone();
        let shard_id_one = ShardId::new();
        let shard_id_two = ShardId::new();

        // write one row into shard 1
        let (mut write, _) = client
            .expect_open::<String, String, u64, i64>(shard_id_one)
            .await;
        write.expect_append(&data[..1], vec![0], vec![2]).await;

        // write two rows into shard 2 from writer 1
        let (mut write, _) = client
            .expect_open::<String, String, u64, i64>(shard_id_two)
            .await;
        write.expect_append(&data[1..3], vec![0], vec![4]).await;
        let writer_one = WriterKey::Id(write.writer_id.clone());

        // write one row into shard 2 from writer 2
        let (mut write, _) = client
            .expect_open::<String, String, u64, i64>(shard_id_two)
            .await;
        write.expect_append(&data[4..], vec![0], vec![5]).await;
        let writer_two = WriterKey::Id(write.writer_id.clone());

        let usage = StorageUsageClient::open(client);

        let shard_one_size = usage
            .size(BlobKeyPrefix::Shard(&shard_id_one))
            .await
            .expect("must have shard size");
        let shard_two_size = usage
            .size(BlobKeyPrefix::Shard(&shard_id_two))
            .await
            .expect("must have shard size");
        let writer_one_size = usage
            .size(BlobKeyPrefix::Writer(&shard_id_two, &writer_one))
            .await
            .expect("must have shard size");
        let writer_two_size = usage
            .size(BlobKeyPrefix::Writer(&shard_id_two, &writer_two))
            .await
            .expect("must have shard size");
        let versioned_size = usage
            .size(BlobKeyPrefix::Writer(
                &shard_id_two,
                &WriterKey::for_version(&build_version),
            ))
            .await
            .expect("must have shard size");
        let rollups_size = usage
            .size(BlobKeyPrefix::Rollups(&shard_id_two))
            .await
            .expect("must have shard size");
        let all_size = usage
            .size(BlobKeyPrefix::All)
            .await
            .expect("must have shard size");

        assert!(shard_one_size > 0);
        assert!(shard_two_size > 0);
        if inline_writes_enabled {
            // Allow equality, but only if inline writes are enabled.
            assert!(shard_one_size <= shard_two_size);
        } else {
            assert!(shard_one_size < shard_two_size);
        }
        assert_eq!(
            shard_two_size,
            writer_one_size + writer_two_size + versioned_size + rollups_size
        );
        assert_eq!(all_size, shard_one_size + shard_two_size);

        assert_eq!(
            usage.shard_usage_audit(shard_id_one).await.total_bytes(),
            shard_one_size
        );
        assert_eq!(
            usage.shard_usage_audit(shard_id_two).await.total_bytes(),
            shard_two_size
        );

        let shards_usage = usage.shards_usage_audit().await;
        assert_eq!(shards_usage.by_shard.len(), 2);
        assert_eq!(
            shards_usage
                .by_shard
                .get(&shard_id_one)
                .map(|x| x.total_bytes()),
            Some(shard_one_size)
        );
        assert_eq!(
            shards_usage
                .by_shard
                .get(&shard_id_two)
                .map(|x| x.total_bytes()),
            Some(shard_two_size)
        );
    }

    /// This is just a sanity check for the overall flow of computing ShardUsage.
    /// The edge cases are exercised in separate tests.
    #[mz_persist_proc::test(tokio::test)]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn usage_sanity(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),
            (("4".to_owned(), "four".to_owned()), 4, 1),
        ];

        let shard_id = ShardId::new();
        let mut client = new_test_client(&dyncfgs).await;
        let inline_writes_enabled = INLINE_WRITES_SINGLE_MAX_BYTES.get(&client.cfg) > 0;

        let (mut write0, _) = client
            .expect_open::<String, String, u64, i64>(shard_id)
            .await;
        // Successfully link in a batch from a writer that stays registered.
        write0.expect_compare_and_append(&data[..2], 0, 3).await;
        // Leak a batch from a writer that stays registered.
        let batch = write0
            .batch(&data[..2], Antichain::from_elem(0), Antichain::from_elem(3))
            .await
            .unwrap();
        std::mem::forget(batch);

        let (mut write1, _) = client
            .expect_open::<String, String, u64, i64>(shard_id)
            .await;

        // Successfully link in a batch from a writer that gets expired.
        write1.expect_compare_and_append(&data[2..], 3, 5).await;
        // Leak a batch from a writer that gets expired.
        let batch = write1
            .batch(&data[2..], Antichain::from_elem(3), Antichain::from_elem(5))
            .await
            .unwrap();
        std::mem::forget(batch);
        write1.expire().await;

        // Write a rollup that has an encoded size (the initial rollup has size 0);
        let maintenance = write0.machine.add_rollup_for_current_seqno().await;
        maintenance.perform(&write0.machine, &write0.gc).await;

        client.cfg.build_version.minor += 1;
        let usage = StorageUsageClient::open(client);
        let shard_usage_audit = usage.shard_usage_audit(shard_id).await;
        let shard_usage_referenced = usage.shard_usage_referenced(shard_id).await;
        if !inline_writes_enabled {
            // We've written data.
            assert!(shard_usage_audit.current_state_batches_bytes > 0);
            assert!(shard_usage_referenced.batches_bytes > 0);
        }
        // There's always at least one rollup.
        assert!(shard_usage_audit.current_state_rollups_bytes > 0);
        assert!(shard_usage_referenced.rollup_bytes > 0);
        // Sadly, it's tricky (and brittle) to ensure that there is data
        // referenced by some live state, but no longer referenced by the
        // current one, so no asserts on referenced_not_current_state_bytes for
        // now.
        //
        // write0 wrote a batch, but never linked it in, but is still active.
        assert!(shard_usage_audit.not_leaked_not_referenced_bytes > 0);
        if !inline_writes_enabled {
            // write0 wrote a batch, but never linked it in, and is now expired.
            assert!(shard_usage_audit.leaked_bytes > 0);
        }
    }

    #[mz_persist_proc::test(tokio::test)]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn usage_referenced(dyncfgs: ConfigUpdates) {
        mz_ore::test::init_logging();

        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),
            (("4".to_owned(), "four".to_owned()), 4, 1),
        ];

        let shard_id = ShardId::new();
        let mut client = new_test_client(&dyncfgs).await;
        // make our bookkeeping simple by skipping compaction blobs writes
        client.cfg.compaction_enabled = false;
        // make things interesting and create multiple parts per batch
        client.cfg.set_config(&BLOB_TARGET_SIZE, 0);
        // Inline write backpressure will change the encoded size, but the CaAB
        // call consumes the Batch, so we don't have any way of getting the new
        // one. So, sniff out whether backpressure would flush out the part and
        // do it before we get the sizes.
        let backpressure_would_flush = INLINE_WRITES_TOTAL_MAX_BYTES.get(&client.cfg) == 0;

        let (mut write, _read) = client
            .expect_open::<String, String, u64, i64>(shard_id)
            .await;

        let mut b1 = write.expect_batch(&data[..2], 0, 3).await;
        let mut b2 = write.expect_batch(&data[2..], 2, 5).await;
        if backpressure_would_flush {
            let cfg = BatchBuilderConfig::new(&client.cfg, &write.writer_id);
            b1.flush_to_blob(
                &cfg,
                &client.metrics.user,
                &client.isolated_runtime,
                &write.schemas,
            )
            .await;
            b2.flush_to_blob(
                &cfg,
                &client.metrics.user,
                &client.isolated_runtime,
                &write.schemas,
            )
            .await;
        }

        let batches_size = b1
            .batch
            .parts
            .iter()
            .map(|x| u64::cast_from(x.encoded_size_bytes()))
            .sum::<u64>()
            + b2.batch
                .parts
                .iter()
                .map(|x| u64::cast_from(x.encoded_size_bytes()))
                .sum::<u64>();

        write
            .expect_compare_and_append_batch(&mut [&mut b1], 0, 3)
            .await;
        write
            .expect_compare_and_append_batch(&mut [&mut b2], 3, 5)
            .await;

        let usage = StorageUsageClient::open(client);
        let shard_usage_referenced = usage.shard_usage_referenced(shard_id).await;

        // with compaction disabled, we can do an exact match on batch part byte size
        assert_eq!(shard_usage_referenced.batches_bytes, batches_size);
    }

    fn writer_id(x: char) -> WriterId {
        let x = [x, x, x, x].iter().collect::<String>();
        let s = format!("w{x}{x}-{x}-{x}-{x}-{x}{x}{x}");
        s.parse().unwrap()
    }

    struct TestCase {
        current_state_batches_bytes: u64,
        current_state_bytes: u64,
        referenced_other_bytes: u64,
        referenced_batches_bytes: Vec<(char, u64)>,
        live_writers: Vec<char>,
        blob_usage_by_writer: Vec<(char, u64)>,
        blob_usage_rollups: u64,
    }

    impl TestCase {
        #[track_caller]
        fn run(&self, expected: &str) {
            let referenced_batches_bytes = self
                .referenced_batches_bytes
                .iter()
                .map(|(id, b)| (WriterKey::Id(writer_id(*id)), *b))
                .collect();
            let live_writers = self
                .live_writers
                .iter()
                .map(|id| (writer_id(*id), ()))
                .collect();
            let blob_usage = ShardBlobUsage {
                by_writer: self
                    .blob_usage_by_writer
                    .iter()
                    .map(|(id, b)| (WriterKey::Id(writer_id(*id)), *b))
                    .collect(),
                rollup_bytes: self.blob_usage_rollups,
            };
            let input = ShardUsageCumulativeMaybeRacy {
                current_state_batches_bytes: self.current_state_batches_bytes,
                current_state_bytes: self.current_state_bytes,
                referenced_other_bytes: self.referenced_other_bytes,
                referenced_batches_bytes: &referenced_batches_bytes,
                minimum_version: WriterKey::for_version(&Version::new(0, 0, 1)),
                live_writers: &live_writers,
                blob_usage: &blob_usage,
            };
            let usage = ShardUsageAudit::from(input);
            let actual = format!(
                "{} {}/{} {}/{} {}/{} {}/{}",
                usage.total_bytes(),
                usage.leaked_bytes,
                usage.not_leaked_bytes(),
                usage.not_leaked_not_referenced_bytes,
                usage.referenced_bytes(),
                usage.referenced_not_current_state_bytes,
                usage.current_state_bytes(),
                usage.current_state_rollups_bytes,
                usage.current_state_batches_bytes
            );
            assert_eq!(actual, expected);
        }
    }

    #[mz_ore::test]
    fn usage_kitchen_sink() {
        TestCase {
            // - Some data in current batches
            current_state_batches_bytes: 1,
            // - Some data in current rollups: this - current_state_batches_bytes
            current_state_bytes: 2,
            // - Some data in a key we couldn't parse: this-(rollup)
            //   - This one is unexpected in prod, but it seemed nicer than a
            //     panic, ymmv
            referenced_other_bytes: 3,
            // - Some data written by a still active writer: (a, 4)
            // - Some data written by a now-expired writer: (b, 5)
            referenced_batches_bytes: vec![('a', 4), ('b', 5)],
            live_writers: vec!['a'],
            // - Some data leaked by a still active writer: (a, 7) - (a, 4)
            // - Some data leaked by a now-expired writer: (b, 8) - (b, 5)
            blob_usage_by_writer: vec![('a', 7), ('b', 8)],
            // - Some data in rollups
            blob_usage_rollups: 6,
        }
        .run("21 3/18 6/12 10/2 1/1");
    }

    #[mz_ore::test]
    fn usage_funnel() {
        // All data in current_state_batches_bytes
        TestCase {
            current_state_batches_bytes: 1,
            current_state_bytes: 1,
            referenced_other_bytes: 0,
            referenced_batches_bytes: vec![('a', 1)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 1)],
            blob_usage_rollups: 0,
        }
        .run("1 0/1 0/1 0/1 0/1");

        // All data in current_state_rollups_bytes
        TestCase {
            current_state_batches_bytes: 0,
            current_state_bytes: 1,
            referenced_other_bytes: 0,
            referenced_batches_bytes: vec![('a', 1)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 1)],
            blob_usage_rollups: 0,
        }
        .run("1 0/1 0/1 0/1 1/0");

        // All data in referenced_not_current_state_bytes
        TestCase {
            current_state_batches_bytes: 0,
            current_state_bytes: 0,
            referenced_other_bytes: 0,
            referenced_batches_bytes: vec![('a', 1)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 1)],
            blob_usage_rollups: 0,
        }
        .run("1 0/1 0/1 1/0 0/0");

        // All data in not_leaked_not_referenced_bytes
        TestCase {
            current_state_batches_bytes: 0,
            current_state_bytes: 0,
            referenced_other_bytes: 0,
            referenced_batches_bytes: vec![],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 1)],
            blob_usage_rollups: 0,
        }
        .run("1 0/1 1/0 0/0 0/0");

        // All data in leaked_bytes
        TestCase {
            current_state_batches_bytes: 0,
            current_state_bytes: 0,
            referenced_other_bytes: 0,
            referenced_batches_bytes: vec![],
            live_writers: vec![],
            blob_usage_by_writer: vec![('a', 1)],
            blob_usage_rollups: 0,
        }
        .run("1 1/0 0/0 0/0 0/0");

        // No data
        TestCase {
            current_state_batches_bytes: 0,
            current_state_bytes: 0,
            referenced_other_bytes: 0,
            referenced_batches_bytes: vec![],
            live_writers: vec![],
            blob_usage_by_writer: vec![],
            blob_usage_rollups: 0,
        }
        .run("0 0/0 0/0 0/0 0/0");
    }

    #[mz_ore::test]
    fn usage_races() {
        // We took a snapshot of blob, and then before getting our states, a
        // bunch of interesting things happened to persist state. We adjust to
        // account for the race down the funnel.

        // Base case: no race
        TestCase {
            current_state_batches_bytes: 2,
            current_state_bytes: 4,
            referenced_other_bytes: 2,
            referenced_batches_bytes: vec![('a', 4)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 8), ('b', 2)],
            blob_usage_rollups: 0,
        }
        .run("10 2/8 2/6 2/4 2/2");

        // Race was enough to affect into leaked
        TestCase {
            current_state_batches_bytes: 2,
            current_state_bytes: 4,
            referenced_other_bytes: 2,
            referenced_batches_bytes: vec![('a', 4)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 8), ('b', 1)],
            blob_usage_rollups: 0,
        }
        .run("9 1/8 2/6 2/4 2/2");

        // Race was enough to affect into not_leaked_not_referenced_bytes
        TestCase {
            current_state_batches_bytes: 2,
            current_state_bytes: 4,
            referenced_other_bytes: 2,
            referenced_batches_bytes: vec![('a', 4)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 7)],
            blob_usage_rollups: 0,
        }
        .run("7 0/7 1/6 2/4 2/2");

        // Race was enough to affect into referenced_not_current_state_bytes
        TestCase {
            current_state_batches_bytes: 2,
            current_state_bytes: 4,
            referenced_other_bytes: 2,
            referenced_batches_bytes: vec![('a', 4)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 5)],
            blob_usage_rollups: 0,
        }
        .run("5 0/5 0/5 1/4 2/2");

        // Race was enough to affect into current_state_rollups_bytes
        TestCase {
            current_state_batches_bytes: 2,
            current_state_bytes: 4,
            referenced_other_bytes: 2,
            referenced_batches_bytes: vec![('a', 4)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 3)],
            blob_usage_rollups: 0,
        }
        .run("3 0/3 0/3 0/3 1/2");

        // Race was enough to affect into current_state_batches_bytes
        TestCase {
            current_state_batches_bytes: 2,
            current_state_bytes: 4,
            referenced_other_bytes: 2,
            referenced_batches_bytes: vec![('a', 4)],
            live_writers: vec!['a'],
            blob_usage_by_writer: vec![('a', 1)],
            blob_usage_rollups: 0,
        }
        .run("1 0/1 0/1 0/1 0/1");
    }

    /// A regression test for (part of) #17752, which led to seeing the "blob
    /// inputs should be cumulative" should be cumulative panic in
    /// staging/canary.
    #[mz_ore::test]
    fn usage_regression_referenced_greater_than_blob() {
        TestCase {
            current_state_batches_bytes: 0,
            current_state_bytes: 0,
            referenced_other_bytes: 0,
            referenced_batches_bytes: vec![('a', 5)],
            live_writers: vec![],
            blob_usage_by_writer: vec![('a', 3)],
            blob_usage_rollups: 0,
        }
        .run("3 0/3 0/3 3/0 0/0");
    }

    /// Regression test for (part of) #17752, where an interrupted
    /// `bin/environmentd --reset` resulted in panic in persist usage code.
    ///
    /// This also tests a (hypothesized) race that's possible in prod where an
    /// initial rollup is written for a shard, but the initial CaS hasn't yet
    /// succeeded.
    #[mz_persist_proc::test(tokio::test)]
    #[cfg_attr(miri, ignore)] // unsupported operation: returning ready events from epoll_wait is not yet implemented
    async fn usage_regression_shard_in_blob_not_consensus(dyncfgs: ConfigUpdates) {
        let client = new_test_client(&dyncfgs).await;
        let shard_id = ShardId::new();

        // Somewhat unsatisfying, we manually construct a rollup blob key.
        let key = PartialRollupKey::new(SeqNo(1), &RollupId::new());
        let key = key.complete(&shard_id);
        let () = client
            .blob
            .set(&key, Bytes::from(vec![0, 1, 2]))
            .await
            .unwrap();
        let usage = StorageUsageClient::open(client);
        let shards_usage = usage.shards_usage_audit().await;
        assert_eq!(shards_usage.by_shard.len(), 1);
        assert_eq!(
            shards_usage.by_shard.get(&shard_id).unwrap().leaked_bytes,
            3
        );
    }
}