qdrant-edge 0.8.0

A lightweight, in-process vector search engine designed for embedded devices, autonomous systems, and mobile agents.
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
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
use std::cmp::Ordering;
use std::io::{Error, ErrorKind, Result};
use std::num::NonZeroUsize;
use std::path::{Path, PathBuf};
use std::str::FromStr;
use std::{fmt, mem, ops, result, thread};

use fs_err as fs;
use fs_err::File;
use log::{debug, info, trace};
pub use segment::{Entry, Segment};

use crate::wal::segment_creator::SegmentCreatorV2;

mod mmap_view_sync;
mod segment;
mod segment_creator;
pub mod test_utils;

#[cfg(test)]
mod test_segment_recovery;

#[derive(Debug, Clone, PartialEq, Eq, serde::Serialize, serde::Deserialize)]
pub struct WalOptions {
    /// The segment capacity. Defaults to 32MiB.
    pub segment_capacity: usize,

    /// The number of segments to create ahead of time, so that appends never
    /// need to wait on creating a new segment.
    pub segment_queue_len: usize,

    /// The number of "closed-*" wal files to retain. Defaults to 1.
    pub retain_closed: NonZeroUsize,
}

impl Default for WalOptions {
    fn default() -> WalOptions {
        WalOptions {
            segment_capacity: 32 * 1024 * 1024,
            segment_queue_len: 0,
            retain_closed: NonZeroUsize::new(1).unwrap(),
        }
    }
}

/// An open segment and its ID.
#[derive(Debug)]
struct OpenSegment {
    pub id: u64,
    pub segment: Segment,
}

/// A closed segment, and the associated start and stop indices.
#[derive(Debug)]
struct ClosedSegment {
    pub start_index: u64,
    pub segment: Segment,
}

enum WalSegment {
    Open(OpenSegment),
    Closed(ClosedSegment),
}

/// A write ahead log.
///
/// ### Logging
///
/// Wal operations are logged. Metadata operations (open) are logged at `info`
/// level. Segment operations (create, close, delete) are logged at `debug`
/// level. Flush operations are logged at `debug` level. Entry operations
/// (append, truncate) are logged at `trace` level. Long-running or multi-step
/// operations will log a message at a lower level when beginning, and a final
/// completion message.
pub struct Wal {
    /// The segment currently being appended to.
    open_segment: OpenSegment,
    closed_segments: Vec<ClosedSegment>,
    creator: SegmentCreatorV2,

    /// The number of closed segments to retain.
    retain_closed: NonZeroUsize,

    /// The directory which contains the write ahead log. Used to hold an open
    /// file lock for the lifetime of the log.
    #[expect(dead_code)]
    dir: File,

    /// The directory path.
    path: PathBuf,

    /// Tracks the flush status of recently closed segments between user calls
    /// to `Wal::flush`.
    flush: Option<thread::JoinHandle<Result<()>>>,
}

impl Wal {
    pub fn open<P>(path: P) -> Result<Wal>
    where
        P: AsRef<Path>,
    {
        Wal::with_options(path, &WalOptions::default())
    }

    pub fn generate_empty_wal_starting_at_index(
        path: impl Into<PathBuf>,
        options: &WalOptions,
        index: u64,
    ) -> Result<()> {
        let open_id = 0;
        let mut path_buf = path.into();
        path_buf.push(format!("open-{open_id}"));
        let segment = OpenSegment {
            id: index + 1,
            segment: Segment::create(&path_buf, options.segment_capacity)?,
        };

        let mut close_segment = close_segment(segment, index + 1)?;

        close_segment.segment.flush()
    }

    pub fn with_options<P>(path: P, options: &WalOptions) -> Result<Wal>
    where
        P: AsRef<Path>,
    {
        debug!("Wal {{ path: {:?} }}: opening", path.as_ref());

        #[cfg(not(target_os = "windows"))]
        let path = path.as_ref().to_path_buf();
        #[cfg(not(target_os = "windows"))]
        let dir = File::open(&path)?;

        // Windows workaround. Directories cannot be exclusively held so we create a proxy file
        // inside the tmp directory which is used for locking. This is done because:
        // - A Windows directory is not a file unlike in Linux, so we cannot open it with
        //   `File::open` nor lock it with `try_lock`
        // - We want this to be auto-deleted together with the `TempDir`
        #[cfg(target_os = "windows")]
        let mut path = path.as_ref().to_path_buf();
        #[cfg(target_os = "windows")]
        let dir = {
            path.push(".wal");
            let dir = File::options()
                .create(true)
                .read(true)
                .write(true)
                .truncate(true)
                .open(&path)?;
            path.pop();
            dir
        };

        // Use `fs4`'s `flock(2)`-based lock rather than `dir.try_lock()`.
        //
        // `dir.try_lock()` resolves to the inherent `fs_err`/`std` `File::try_lock`,
        // which is gated to a fixed list of targets in stdlib and returns
        // `ErrorKind::Unsupported` ("try_lock() not supported") on others — notably
        // Android. `fs4::FileExt::try_lock` issues a direct `flock(LOCK_EX | LOCK_NB)`
        // syscall, which Android supports. We call it via UFCS on the underlying
        // `std::fs::File` because the trait method collides with the inherent one
        // (which would otherwise win method resolution).
        fs4::FileExt::try_lock(dir.file())?;

        // Holds open segments in the directory.
        let mut open_segments: Vec<OpenSegment> = Vec::new();
        let mut closed_segments: Vec<ClosedSegment> = Vec::new();

        for entry in fs::read_dir(&path)? {
            match open_dir_entry(entry?)? {
                Some(WalSegment::Open(open_segment)) => open_segments.push(open_segment),
                Some(WalSegment::Closed(closed_segment)) => closed_segments.push(closed_segment),
                None => {}
            }
        }

        // Validate the closed segments. They must be non-overlapping, and contiguous.
        closed_segments.sort_by_key(|s| s.start_index);
        let mut next_start_index = closed_segments
            .first()
            .map_or(0, |segment| segment.start_index);
        for &ClosedSegment {
            start_index,
            ref segment,
        } in &closed_segments
        {
            match start_index.cmp(&next_start_index) {
                Ordering::Less => {
                    return Err(Error::new(
                        ErrorKind::InvalidData,
                        format!(
                            "overlapping segments: segment at {start_index} overlaps with already-covered range up to {next_start_index}"
                        ),
                    ));
                }
                Ordering::Equal => {
                    next_start_index = start_index + segment.len() as u64;
                }
                Ordering::Greater => {
                    return Err(Error::new(
                        ErrorKind::InvalidData,
                        format!(
                            "missing segment(s) containing wal entries {next_start_index} to {start_index}"
                        ),
                    ));
                }
            }
        }

        // Validate the open segments.
        open_segments.sort_by_key(|s| s.id);

        // The latest open segment, may already have segments.
        let mut open_segment: Option<OpenSegment> = None;
        // Unused open segments.
        let mut unused_segments: Vec<OpenSegment> = Vec::new();

        for segment in open_segments {
            if !segment.segment.is_empty() {
                // This segment has already been written to. If a previous open
                // segment has also already been written to, we close it out and
                // replace it with this new one. This may happen because when a
                // segment is closed it is renamed, but the directory is not
                // sync'd, so the operation is not guaranteed to be durable.
                let stranded_segment = open_segment.take();
                open_segment = Some(segment);
                if let Some(segment) = stranded_segment {
                    let closed_segment = close_segment(segment, next_start_index)?;
                    next_start_index += closed_segment.segment.len() as u64;
                    closed_segments.push(closed_segment);
                }
            } else if open_segment.is_none() {
                open_segment = Some(segment);
            } else {
                unused_segments.push(segment);
            }
        }

        let mut creator = SegmentCreatorV2::new(
            &path,
            open_segment.as_ref(),
            unused_segments,
            options.segment_capacity,
            options.segment_queue_len,
        );

        let open_segment = match open_segment {
            Some(segment) => segment,
            None => creator.next()?,
        };

        let wal = Wal {
            open_segment,
            closed_segments,
            retain_closed: options.retain_closed,
            creator,
            dir,
            path,
            flush: None,
        };
        info!("{wal:?}: opened");
        Ok(wal)
    }

    fn retire_open_segment(&mut self) -> Result<()> {
        trace!("{self:?}: retiring open segment");
        let mut segment = self.creator.next()?;
        mem::swap(&mut self.open_segment, &mut segment);

        if let Some(flush) = self.flush.take() {
            flush
                .join()
                .map_err(|err| Error::other(format!("wal flush thread panicked: {err:?}")))??;
        };

        self.flush = Some(segment.segment.flush_async());

        let start_index = self.open_segment_start_index();

        // If there is an empty closed segment, remove it before adding the new one.
        if let Some(empty_segment) = self
            .closed_segments
            .pop_if(|last_closed| last_closed.segment.is_empty())
        {
            empty_segment.segment.delete()?;
        }

        self.closed_segments
            .push(close_segment(segment, start_index)?);
        debug!("{self:?}: open segment retired. start_index: {start_index}");
        Ok(())
    }

    pub fn append<T>(&mut self, entry: &T) -> Result<u64>
    where
        T: ops::Deref<Target = [u8]>,
    {
        trace!("{:?}: appending entry of length {}", self, entry.len());
        if !self.open_segment.segment.sufficient_capacity(entry.len()) {
            if !self.open_segment.segment.is_empty() {
                self.retire_open_segment()?;
            }
            self.open_segment.segment.ensure_capacity(entry.len())?;
        }

        Ok(self.open_segment_start_index()
            + self.open_segment.segment.append(entry).unwrap() as u64)
    }

    pub fn flush_open_segment(&mut self) -> Result<()> {
        trace!("{self:?}: flushing open segments");
        self.open_segment.segment.flush()?;
        Ok(())
    }

    pub fn flush_open_segment_async(&mut self) -> thread::JoinHandle<Result<()>> {
        trace!("{self:?}: flushing open segments");
        self.open_segment.segment.flush_async()
    }

    /// Retrieve the entry with the provided index from the log.
    pub fn entry(&self, index: u64) -> Option<Entry> {
        let open_start_index = self.open_segment_start_index();
        if index >= open_start_index {
            return self
                .open_segment
                .segment
                .entry((index - open_start_index) as usize);
        }

        match self.find_closed_segment(index) {
            Ok(segment_index) => {
                let segment = &self.closed_segments[segment_index];
                segment
                    .segment
                    .entry((index - segment.start_index) as usize)
            }
            Err(i) => {
                // Sanity check that the missing index is less than the start of the log.
                assert_eq!(0, i);
                None
            }
        }
    }

    /// Truncates entries in the log beginning with `from`.
    ///
    /// Entries can be immediately appended to the log once this method returns,
    /// but the truncated entries are not guaranteed to be removed until the
    /// wal is flushed.
    pub fn truncate(&mut self, from: u64) -> Result<()> {
        trace!("{self:?}: truncate from entry {from}");
        let open_start_index = self.open_segment_start_index();
        if from >= open_start_index {
            self.open_segment
                .segment
                .truncate((from - open_start_index) as usize);
        } else {
            // Truncate the open segment completely.
            self.open_segment.segment.truncate(0);

            match self.find_closed_segment(from) {
                Ok(index) => {
                    if from == self.closed_segments[index].start_index {
                        for segment in self.closed_segments.drain(index..) {
                            // TODO: this should be async
                            segment.segment.delete()?;
                        }
                    } else {
                        {
                            let segment = &mut self.closed_segments[index];
                            segment
                                .segment
                                .truncate((from - segment.start_index) as usize);
                            // flushing closed segment after truncation
                            segment.segment.flush()?;
                        }
                        if index + 1 < self.closed_segments.len() {
                            for segment in self.closed_segments.drain(index + 1..) {
                                // TODO: this should be async
                                segment.segment.delete()?;
                            }
                        }
                    }
                }
                Err(index) => {
                    // The truncate index is before the first entry of the wal
                    assert!(
                        from <= self
                            .closed_segments
                            .get(index)
                            .map_or(0, |segment| segment.start_index)
                    );
                    for segment in self.closed_segments.drain(..) {
                        // TODO: this should be async
                        segment.segment.delete()?;
                    }
                }
            }
        }
        Ok(())
    }

    /// Possibly removes entries from the beginning of the log before the given index.
    ///
    /// After calling this method, the `first_index` will be between the current
    /// `first_index` (inclusive), and `until` (exclusive).
    ///
    /// This always keeps at least one closed segment.
    pub fn prefix_truncate(&mut self, until: u64) -> Result<()> {
        trace!("{self:?}: prefix_truncate until entry {until}");

        // Return early if everything up to `until` has already been truncated
        if until
            <= self
                .closed_segments
                .first()
                .map_or(0, |segment| segment.start_index)
        {
            return Ok(());
        }

        // Retain closed segments starting from this index.
        // If `retain_closed` is 1 (default), only the last closed segment will be preserved.
        let retain_start_index = self
            .closed_segments
            .len()
            .saturating_sub(self.retain_closed.get());

        // If `until` goes into or above our open segment, delete till preserved closed segment index
        if until >= self.open_segment_start_index() {
            for segment in self.closed_segments.drain(..retain_start_index) {
                segment.segment.delete()?
            }
            return Ok(());
        }

        // Delete all closed segments before the one `until` is in
        let index = self.find_closed_segment(until).unwrap();
        let truncate_until_index = index.min(retain_start_index);
        trace!("{self:?}: prefix truncating until closed segment {truncate_until_index}");
        for segment in self.closed_segments.drain(..truncate_until_index) {
            segment.segment.delete()?
        }
        Ok(())
    }

    /// Returns the start index of the open segment.
    fn open_segment_start_index(&self) -> u64 {
        self.closed_segments
            .last()
            .map_or(0, |segment: &ClosedSegment| {
                segment.start_index + segment.segment.len() as u64
            })
    }

    fn find_closed_segment(&self, index: u64) -> result::Result<usize, usize> {
        self.closed_segments.binary_search_by(|segment| {
            if index < segment.start_index {
                Ordering::Greater
            } else if index >= segment.start_index + segment.segment.len() as u64 {
                Ordering::Less
            } else {
                Ordering::Equal
            }
        })
    }

    pub fn path(&self) -> &Path {
        &self.path
    }

    pub fn num_segments(&self) -> usize {
        self.closed_segments.len() + 1
    }

    pub fn num_entries(&self) -> u64 {
        self.open_segment_start_index()
            - self
                .closed_segments
                .first()
                .map_or(0, |segment| segment.start_index)
            + self.open_segment.segment.len() as u64
    }

    /// The index of the first entry.
    pub fn first_index(&self) -> u64 {
        self.closed_segments
            .first()
            .map_or(0, |segment| segment.start_index)
    }

    /// The index of the last entry
    pub fn last_index(&self) -> u64 {
        let num_entries = self.num_entries();
        self.first_index() + num_entries.saturating_sub(1)
    }

    /// Remove all entries
    pub fn clear(&mut self) -> Result<()> {
        self.truncate(self.first_index())
    }

    /// Set how many segments closed segments to retain on prefix truncation.
    ///
    /// Can't be less than 1. If 0 is provided, it will be set to 1.
    pub fn set_retention(&mut self, retain_closed: usize) {
        self.retain_closed = NonZeroUsize::new(retain_closed.max(1)).unwrap();
    }
}

impl fmt::Debug for Wal {
    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
        let Self {
            open_segment,
            closed_segments,
            path,
            creator: _,
            retain_closed: _,
            dir: _,
            flush: _,
        } = self;
        let start_index = closed_segments
            .first()
            .map_or(0, |segment| segment.start_index);
        let end_index = self.open_segment_start_index() + open_segment.segment.len() as u64;
        f.debug_struct("Wal")
            .field("path", path)
            .field("segment-count", &(closed_segments.len() + 1))
            .field("entries", &format_args!("[{start_index}, {end_index})"))
            .finish_non_exhaustive()
    }
}

fn close_segment(mut segment: OpenSegment, start_index: u64) -> Result<ClosedSegment> {
    let new_path = segment
        .segment
        .path()
        .with_file_name(format!("closed-{start_index}"));
    segment.segment.rename(new_path)?;
    segment.segment.close();
    Ok(ClosedSegment {
        start_index,
        segment: segment.segment,
    })
}

fn open_dir_entry(entry: fs::DirEntry) -> Result<Option<WalSegment>> {
    let metadata = entry.metadata()?;

    let error = || {
        Error::new(
            ErrorKind::InvalidData,
            format!("unexpected entry in wal directory: {:?}", entry.path()),
        )
    };

    if !metadata.is_file() {
        return Ok(None); // ignore non-files
    }

    let filename = entry.file_name().into_string().map_err(|_| error())?;
    match filename.split_once('-') {
        Some(("tmp", _)) => {
            // remove temporary files.
            fs::remove_file(entry.path())?;
            Ok(None)
        }
        Some(("open", id)) => {
            let id = u64::from_str(id).map_err(|_| error())?;
            let segment = Segment::open(entry.path())?;
            Ok(Some(WalSegment::Open(OpenSegment { id, segment })))
        }
        Some(("closed", start)) => {
            let start = u64::from_str(start).map_err(|_| error())?;
            let segment = Segment::open(entry.path())?;
            Ok(Some(WalSegment::Closed(ClosedSegment {
                start_index: start,
                segment,
            })))
        }
        _ => Ok(None), // Ignore other files.
    }
}

#[cfg(test)]
mod test {
    use std::io::{ErrorKind, Write};
    use std::num::{NonZeroU8, NonZeroUsize};

    use fs_err as fs;
    use log::trace;
    use quickcheck::{QuickCheck, TestResult};
    use tempfile::Builder;

    use super::{Wal, WalOptions};
    use crate::wal::test_utils::EntryGenerator;

    /// Windows has very slow IO
    #[cfg(target_os = "windows")]
    const QC_TESTS: u64 = 3;

    #[cfg(not(target_os = "windows"))]
    const QC_TESTS: u64 = 50;

    fn init_logger() {
        let _ = env_logger::builder().is_test(true).try_init();
    }

    #[test]
    fn test_generate_empty_wal() {
        init_logger();
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        let options = WalOptions {
            segment_capacity: 80,
            segment_queue_len: 3,
            retain_closed: NonZeroUsize::new(1).unwrap(),
        };

        // Create empty wal with initial id 10.
        let init_offset = 10;
        Wal::generate_empty_wal_starting_at_index(dir.path(), &options, init_offset).unwrap();

        let mut wal = Wal::with_options(dir.path(), &options).unwrap();

        let first_index = wal.first_index();
        let last_index = wal.last_index();
        let num_entries = wal.num_entries();

        assert!(first_index <= last_index);
        assert_eq!(num_entries, 0);

        let next_entry: Vec<u8> = vec![1, 2, 3];
        let op = wal.append(&next_entry).unwrap();

        assert!(op > init_offset);

        let first_index = wal.first_index();
        let last_index = wal.last_index();
        let num_entries = wal.num_entries();

        assert!(first_index <= last_index);
        assert_eq!(num_entries, 1);

        wal.append(&next_entry).unwrap();
        wal.append(&next_entry).unwrap();

        let first_index = wal.first_index();
        let last_index = wal.last_index();
        let num_entries = wal.num_entries();

        assert!(first_index <= last_index);
        assert_eq!(num_entries, 3);
    }

    #[test]
    fn test_create_empty_wal_with_initial_id() {
        init_logger();
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        let options = WalOptions {
            segment_capacity: 80,
            segment_queue_len: 3,
            retain_closed: NonZeroUsize::new(1).unwrap(),
        };

        // Create empty wal with initial id 10.
        let init_offset = 10;
        Wal::generate_empty_wal_starting_at_index(dir.path(), &options, init_offset).unwrap();

        let mut wal = Wal::with_options(dir.path(), &options).unwrap();

        let last_index = wal.last_index();

        assert!(last_index > init_offset);

        assert_eq!(wal.num_entries(), 0);

        let next_entry: Vec<u8> = vec![1, 2, 3];

        wal.append(&next_entry).unwrap();

        let last_index = wal.last_index();
        assert_eq!(last_index, init_offset + 1);

        assert_eq!(wal.num_entries(), 1);

        let entry_count = 50;

        let entries = EntryGenerator::new().take(entry_count).collect::<Vec<_>>();

        for entry in &entries {
            wal.append(entry).unwrap();
        }

        let last_index = wal.last_index();
        assert_eq!(last_index, init_offset + 1 + entry_count as u64);

        assert_eq!(wal.num_entries(), 1 + entry_count as u64);

        // read random entry back to make sure it is correct.
        {
            let entry_index = init_offset + 1;
            let entry = wal.entry(entry_index).unwrap();
            assert_eq!(next_entry[..], entry[..]);

            let entry_index = init_offset + 1 + entry_count as u64;
            let entry = wal.entry(entry_index).unwrap();
            assert_eq!(entries[entry_count - 1][..], entry[..]);

            let entry_index = init_offset + 1 + 10;
            let entry = wal.entry(entry_index).unwrap();
            assert_eq!(entries[9][..], entry[..]);
        }

        wal.prefix_truncate(init_offset).unwrap();

        assert_eq!(wal.num_entries(), entry_count as u64 + 1);

        wal.prefix_truncate(init_offset + 20).unwrap();

        assert!(wal.num_entries() < entry_count as u64 + 1);

        let truncate_index = init_offset + 30;
        wal.truncate(truncate_index).unwrap();

        let last_index = wal.last_index();
        assert_eq!(last_index, truncate_index - 1);
    }

    /// Check that entries appended to the write ahead log can be read back.
    #[test]
    fn check_wal() {
        init_logger();
        fn wal(entry_count: u8) -> TestResult {
            let dir = Builder::new().prefix("wal").tempdir().unwrap();
            let mut wal = Wal::with_options(
                dir.path(),
                &WalOptions {
                    segment_capacity: 80,
                    segment_queue_len: 3,
                    retain_closed: NonZeroUsize::new(1).unwrap(),
                },
            )
            .unwrap();
            let entries = EntryGenerator::new()
                .take(entry_count as usize)
                .collect::<Vec<_>>();

            for entry in &entries {
                wal.append(entry).unwrap();
            }

            for (index, expected) in entries.iter().enumerate() {
                match wal.entry(index as u64) {
                    Some(ref entry) if entry[..] != expected[..] => return TestResult::failed(),
                    None => return TestResult::failed(),
                    _ => (),
                }
            }
            TestResult::passed()
        }

        QuickCheck::new()
            .tests(QC_TESTS)
            .quickcheck(wal as fn(u8) -> TestResult);
    }

    #[test]
    fn check_last_index() {
        init_logger();
        fn check(entry_count: u8) -> TestResult {
            let dir = Builder::new().prefix("wal").tempdir().unwrap();
            let mut wal = Wal::with_options(
                dir.path(),
                &WalOptions {
                    segment_capacity: 80,
                    segment_queue_len: 3,
                    retain_closed: NonZeroUsize::new(1).unwrap(),
                },
            )
            .unwrap();
            let entries = EntryGenerator::new()
                .take(entry_count as usize)
                .collect::<Vec<_>>();

            for entry in &entries {
                wal.append(entry).unwrap();
            }
            if entries.is_empty() {
                assert_eq!(wal.last_index(), 0);
            } else {
                assert_eq!(wal.last_index(), entries.len() as u64 - 1);
            }

            let last_index = wal.last_index();
            if wal.entry(last_index).is_none() && wal.num_entries() != 0 {
                return TestResult::failed();
            }
            if wal.entry(last_index + 1).is_some() {
                return TestResult::failed();
            }
            TestResult::passed()
        }

        QuickCheck::new()
            .tests(QC_TESTS)
            .quickcheck(check as fn(u8) -> TestResult)
    }

    #[test]
    fn check_clear() {
        init_logger();
        fn check(entry_count: u8) -> TestResult {
            let dir = Builder::new().prefix("wal").tempdir().unwrap();
            let mut wal = Wal::with_options(
                dir.path(),
                &WalOptions {
                    segment_capacity: 80,
                    segment_queue_len: 3,
                    retain_closed: NonZeroUsize::new(1).unwrap(),
                },
            )
            .unwrap();
            let entries = EntryGenerator::new()
                .take(entry_count as usize)
                .collect::<Vec<_>>();

            for entry in &entries {
                wal.append(entry).unwrap();
            }
            wal.clear().unwrap();
            TestResult::from_bool(wal.num_entries() == 0)
        }

        QuickCheck::new()
            .tests(QC_TESTS)
            .quickcheck(check as fn(u8) -> TestResult)
    }

    /// Check that the Wal will read previously written entries.
    #[test]
    fn check_reopen() {
        init_logger();
        fn wal(entry_count: u8) -> TestResult {
            let entries = EntryGenerator::new()
                .take(entry_count as usize)
                .collect::<Vec<_>>();
            let dir = Builder::new().prefix("wal").tempdir().unwrap();
            {
                let mut wal = Wal::with_options(
                    dir.path(),
                    &WalOptions {
                        segment_capacity: 80,
                        segment_queue_len: 3,
                        retain_closed: NonZeroUsize::new(1).unwrap(),
                    },
                )
                .unwrap();
                for entry in &entries {
                    let _ = wal.append(entry);
                }
            }

            {
                // Create fake temp file to simulate a crash.
                let mut file = fs::OpenOptions::new()
                    .read(true)
                    .write(true)
                    .create(true)
                    .truncate(true)
                    .open(dir.path().join("tmp-open-123"))
                    .unwrap();

                let _ = file.write(b"123").unwrap();
            }

            let wal = Wal::with_options(
                dir.path(),
                &WalOptions {
                    segment_capacity: 80,
                    segment_queue_len: 3,
                    retain_closed: NonZeroUsize::new(1).unwrap(),
                },
            )
            .unwrap();
            // Check that all of the entries are present.
            for (index, expected) in entries.iter().enumerate() {
                match wal.entry(index as u64) {
                    Some(ref entry) if entry[..] != expected[..] => return TestResult::failed(),
                    None => return TestResult::failed(),
                    _ => (),
                }
            }
            TestResult::passed()
        }

        QuickCheck::new()
            .tests(QC_TESTS)
            .quickcheck(wal as fn(u8) -> TestResult);
    }

    #[test]
    fn check_truncate() {
        init_logger();
        fn truncate(entry_count: u8, truncate: u8) -> TestResult {
            if truncate > entry_count {
                return TestResult::discard();
            }
            let dir = Builder::new().prefix("wal").tempdir().unwrap();
            let mut wal = Wal::with_options(
                dir.path(),
                &WalOptions {
                    segment_capacity: 80,
                    segment_queue_len: 3,
                    retain_closed: NonZeroUsize::new(1).unwrap(),
                },
            )
            .unwrap();
            let entries = EntryGenerator::new()
                .take(entry_count as usize)
                .collect::<Vec<_>>();

            for entry in &entries {
                if let Err(error) = wal.append(entry) {
                    return TestResult::error(error.to_string());
                }
            }

            wal.truncate(u64::from(truncate)).unwrap();

            for (index, expected) in entries.iter().take(truncate as usize).enumerate() {
                match wal.entry(index as u64) {
                    Some(ref entry) if entry[..] != expected[..] => return TestResult::failed(),
                    None => return TestResult::failed(),
                    _ => (),
                }
            }

            TestResult::from_bool(wal.entry(u64::from(truncate)).is_none())
        }

        QuickCheck::new()
            .tests(QC_TESTS)
            .quickcheck(truncate as fn(u8, u8) -> TestResult);
    }

    #[test]
    fn check_prefix_truncate() {
        init_logger();
        fn prefix_truncate(entry_count: u8, until: u8, retain_closed: NonZeroU8) -> TestResult {
            trace!(
                "prefix truncate; entry_count: {entry_count}, until: {until}, retain_closed: {retain_closed}",
            );
            if until > entry_count {
                return TestResult::discard();
            }
            let dir = Builder::new().prefix("wal").tempdir().unwrap();
            let mut wal = Wal::with_options(
                dir.path(),
                &WalOptions {
                    segment_capacity: 80,
                    segment_queue_len: 3,
                    retain_closed: NonZeroUsize::from(retain_closed),
                },
            )
            .unwrap();
            let entries = EntryGenerator::new()
                .take(entry_count as usize)
                .collect::<Vec<_>>();

            let mut has_ever_reached_max = false;
            let retain_closed = retain_closed.get() as usize;

            for entry in &entries {
                wal.append(entry).unwrap();
                if wal.closed_segments.len() >= retain_closed {
                    has_ever_reached_max = true;
                }
            }

            wal.prefix_truncate(u64::from(until)).unwrap();

            let retained = if has_ever_reached_max {
                // If it ever reaches max, it should stay there
                if until < entry_count {
                    // If `until` is (much) lower we might retain more to satisfy prefix_truncate
                    wal.closed_segments.len() >= retain_closed
                } else {
                    wal.closed_segments.len() == retain_closed
                }
            } else {
                wal.closed_segments.len() < retain_closed
            };

            let num_entries = wal.num_entries() as u8;
            TestResult::from_bool(
                num_entries <= entry_count && num_entries >= entry_count - until && retained,
            )
        }
        QuickCheck::new()
            .tests(QC_TESTS)
            .quickcheck(prefix_truncate as fn(u8, u8, NonZeroU8) -> TestResult);
    }

    #[test]
    fn test_append() {
        init_logger();
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        let mut wal = Wal::open(dir.path()).unwrap();

        let entry: &[u8] = &[42u8; 4096];
        for _ in 1..10 {
            wal.append(&entry).unwrap();
        }
    }

    #[test]
    fn test_truncate() {
        init_logger();
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        // 2 entries should fit in each segment
        let mut wal = Wal::with_options(
            dir.path(),
            &WalOptions {
                segment_capacity: 4096,
                segment_queue_len: 3,
                retain_closed: NonZeroUsize::new(1).unwrap(),
            },
        )
        .unwrap();

        let entry: [u8; 2000] = [42u8; 2000];

        for truncate_index in 0..10 {
            assert!(wal.entry(0).is_none());
            for i in 0..10 {
                assert_eq!(i, wal.append(&&entry[..]).unwrap());
            }

            wal.truncate(truncate_index).unwrap();

            assert!(wal.entry(truncate_index).is_none());

            if truncate_index > 0 {
                assert!(wal.entry(truncate_index - 1).is_some());
            }
            wal.truncate(0).unwrap();
        }
    }

    fn run_test_with_retain_closed(retain_closed: usize) {
        init_logger();
        let num_entries = 10;
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        let entry: [u8; 2000] = [42u8; 2000];
        let mut wal = Wal::with_options(
            dir.path(),
            &WalOptions {
                segment_capacity: 4096,
                segment_queue_len: 3,
                retain_closed: NonZeroUsize::new(retain_closed).unwrap(),
            },
        )
        .unwrap();

        let entries_per_segment = 2; // Based on segment_capacity / entry_size

        for truncate_index in 0..num_entries {
            assert!(wal.entry(0).is_none());
            for i in 0..num_entries {
                assert_eq!(i, wal.append(&&entry[..]).unwrap());
            } // for num_entries=10 => 4 closed segments + 1 open segment (each having 2 entries)

            let initial_closed_segments = wal.closed_segments.len();

            // Do the prefix truncation
            wal.prefix_truncate(truncate_index).unwrap();

            // Generalized logic
            let segments_that_can_be_truncated = truncate_index / entries_per_segment;
            let expected_closed_segments = (initial_closed_segments
                - segments_that_can_be_truncated as usize)
                .max(retain_closed);
            let expected_trimmed_until =
                (initial_closed_segments - expected_closed_segments) as u64 * entries_per_segment;

            assert!(wal.entry(truncate_index).is_some()); // truncate_index should be intact

            for i in 0..expected_trimmed_until {
                // before should be trimmed
                assert!(wal.entry(i).is_none());
            }

            for i in expected_trimmed_until..num_entries {
                // after should be intact
                assert!(wal.entry(i).is_some());
            }

            assert_eq!(wal.closed_segments.len(), expected_closed_segments);
            wal.truncate(0).unwrap(); // Clean up for the next test case
        }
    }

    #[test]
    fn test_prefix_truncate_parametric() {
        run_test_with_retain_closed(1);
        run_test_with_retain_closed(2);
        run_test_with_retain_closed(3);
    }

    #[test]
    fn test_truncate_flush() {
        init_logger();
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        // 2 entries should fit in each segment
        let mut wal = Wal::with_options(
            dir.path(),
            &WalOptions {
                segment_capacity: 4096,
                segment_queue_len: 3,
                retain_closed: NonZeroUsize::new(1).unwrap(),
            },
        )
        .unwrap();

        let entry: [u8; 2000] = [42u8; 2000];
        // wal is empty
        assert!(wal.entry(0).is_none());

        // add 10 entries
        for i in 0..10 {
            assert_eq!(i, wal.append(&&entry[..]).unwrap());
        }

        // 4 closed segments
        assert_eq!(wal.num_entries(), 10);
        assert_eq!(wal.first_index(), 0);
        assert_eq!(wal.last_index(), 9);
        assert_eq!(wal.closed_segments.len(), 4); // 4 x 2 entries
        assert_eq!(wal.closed_segments[0].segment.len(), 2);
        assert_eq!(wal.closed_segments[1].segment.len(), 2);
        assert_eq!(wal.closed_segments[2].segment.len(), 2);
        assert_eq!(wal.closed_segments[3].segment.len(), 2);
        assert_eq!(wal.open_segment.segment.len(), 2); // 1 x 2 entries

        // first flush to set `flush_offset
        wal.flush_open_segment().unwrap();

        // content unchanged after flushing
        assert_eq!(wal.num_entries(), 10);
        assert_eq!(wal.first_index(), 0);
        assert_eq!(wal.last_index(), 9);
        assert_eq!(wal.closed_segments.len(), 4); // 4 x 2 entries
        assert_eq!(wal.closed_segments[0].segment.len(), 2);
        assert_eq!(wal.closed_segments[1].segment.len(), 2);
        assert_eq!(wal.closed_segments[2].segment.len(), 2);
        assert_eq!(wal.closed_segments[3].segment.len(), 2);
        assert_eq!(wal.open_segment.segment.len(), 2); // 1 x 2 entries

        wal.truncate(9).unwrap();

        assert_eq!(wal.open_segment.segment.len(), 1); // 1 x 2 entries

        // truncate half of it
        wal.truncate(5).unwrap();

        // assert truncation
        for i in 5..10 {
            assert!(wal.entry(i).is_none());
        }

        // flush again with `flush_offset` > segment size
        wal.flush_open_segment().unwrap();

        assert_eq!(wal.num_entries(), 5); // 5 entries removed
        assert_eq!(wal.first_index(), 0);
        assert_eq!(wal.last_index(), 4);
        assert_eq!(wal.closed_segments.len(), 3); // (0, 1) + (2, 3) + (4, empty slot)
        assert_eq!(wal.closed_segments[0].segment.len(), 2);
        assert_eq!(wal.closed_segments[1].segment.len(), 2);
        assert_eq!(wal.closed_segments[2].segment.len(), 1);
        assert_eq!(wal.open_segment.segment.len(), 0); // empty open segment

        // add 5 more entries
        for i in 0..5 {
            assert_eq!(i + 5, wal.append(&&entry[..]).unwrap());
        }

        // 5 closed segments
        assert_eq!(wal.num_entries(), 10);
        assert_eq!(wal.first_index(), 0);
        assert_eq!(wal.last_index(), 9);
        assert_eq!(wal.closed_segments.len(), 5);
        assert_eq!(wal.closed_segments[0].segment.len(), 2); // 1,2
        assert_eq!(wal.closed_segments[1].segment.len(), 2); // 3
        assert_eq!(wal.closed_segments[2].segment.len(), 1); // 4 empty slot due to truncation
        assert_eq!(wal.closed_segments[3].segment.len(), 2); // 5, 6
        assert_eq!(wal.closed_segments[4].segment.len(), 2); // 7, 8
        assert_eq!(wal.open_segment.segment.len(), 1); // 9

        eprintln!("wal: {wal:?}");
        eprintln!("wal open: {:?}", wal.open_segment);
        eprintln!("wal closed: {:?}", wal.closed_segments);

        // test persistence
        drop(wal);
        let wal = Wal::open(dir.path()).unwrap();
        assert_eq!(wal.num_entries(), 10);
        assert_eq!(wal.first_index(), 0);
        assert_eq!(wal.last_index(), 9);
        assert_eq!(wal.closed_segments.len(), 5);
        assert_eq!(wal.closed_segments[0].segment.len(), 2);
        assert_eq!(wal.closed_segments[1].segment.len(), 2);
        assert_eq!(wal.closed_segments[2].segment.len(), 1); // previously half truncated
        assert_eq!(wal.closed_segments[3].segment.len(), 2);
        assert_eq!(wal.closed_segments[4].segment.len(), 2);
        assert_eq!(wal.open_segment.segment.len(), 1);
    }

    /// Tests that two Wal instances can not coexist for the same directory.
    #[test]
    fn test_exclusive_lock() {
        init_logger();
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        let wal = Wal::open(dir.path()).unwrap();
        assert_eq!(
            ErrorKind::WouldBlock,
            Wal::open(dir.path()).unwrap_err().kind()
        );
        drop(wal);
        assert!(Wal::open(dir.path()).is_ok());
    }

    #[test]
    fn test_record_id_preserving() {
        init_logger();
        let entry_count = 55;
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        let options = WalOptions {
            segment_capacity: 512,
            segment_queue_len: 3,
            retain_closed: NonZeroUsize::new(1).unwrap(),
        };

        let mut wal = Wal::with_options(dir.path(), &options).unwrap();
        // Fixed-size entries make the segment boundaries deterministic.
        let entries = vec![vec![0; 32]; entry_count];

        for entry in &entries {
            wal.append(entry).unwrap();
        }
        let closed_segments = wal.closed_segments.len();
        let start_index = wal.open_segment_start_index();

        wal.prefix_truncate(25).unwrap();
        let half_trunk_closed_segments = wal.closed_segments.len();
        let half_trunk_start_index = wal.open_segment_start_index();

        wal.prefix_truncate((entry_count - 2) as u64).unwrap();
        let full_trunk_closed_segments = wal.closed_segments.len();
        let full_trunk_start_index = wal.open_segment_start_index();

        assert!(closed_segments > half_trunk_closed_segments);
        assert!(half_trunk_closed_segments > full_trunk_closed_segments);

        assert_eq!(start_index, half_trunk_start_index);
        assert_eq!(start_index, full_trunk_start_index);
    }

    #[test]
    fn test_offset_after_open() {
        init_logger();
        let entry_count = 55;
        let dir = Builder::new().prefix("wal").tempdir().unwrap();
        let options = WalOptions {
            segment_capacity: 512,
            segment_queue_len: 3,
            retain_closed: NonZeroUsize::new(1).unwrap(),
        };
        let start_index;
        {
            let mut wal = Wal::with_options(dir.path(), &options).unwrap();
            let entries = EntryGenerator::new().take(entry_count).collect::<Vec<_>>();

            for entry in &entries {
                wal.append(entry).unwrap();
            }
            start_index = wal.open_segment_start_index();
            wal.prefix_truncate(25).unwrap();
            assert_eq!(start_index, wal.open_segment_start_index());
        }
        {
            let wal2 = Wal::with_options(dir.path(), &options).unwrap();
            assert_eq!(start_index, wal2.open_segment_start_index());
        }
    }
}