slatedb 0.5.2

A cloud native embedded storage engine built on object storage.
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
use crate::cached_object_store::stats::CachedObjectStoreStats;
use bytes::{Bytes, BytesMut};
use futures::{future::BoxFuture, stream, stream::BoxStream, StreamExt};
use object_store::{path::Path, GetOptions, GetResult, ObjectMeta, ObjectStore};
use object_store::{Attributes, GetRange, GetResultPayload, PutResult};
use object_store::{ListResult, MultipartUpload, PutMultipartOpts, PutOptions, PutPayload};
use std::{ops::Range, sync::Arc};

use crate::cached_object_store::storage::{LocalCacheStorage, PartID};
use crate::error::SlateDBError;

#[derive(Debug, Clone)]
pub(crate) struct CachedObjectStore {
    object_store: Arc<dyn ObjectStore>,
    pub(crate) part_size_bytes: usize, // expected to be aligned with mb or kb
    pub(crate) cache_storage: Arc<dyn LocalCacheStorage>,
    stats: Arc<CachedObjectStoreStats>,
}

impl CachedObjectStore {
    pub fn new(
        object_store: Arc<dyn ObjectStore>,
        cache_storage: Arc<dyn LocalCacheStorage>,
        part_size_bytes: usize,
        stats: Arc<CachedObjectStoreStats>,
    ) -> Result<Arc<Self>, SlateDBError> {
        if part_size_bytes == 0 || part_size_bytes % 1024 != 0 {
            return Err(SlateDBError::InvalidCachePartSize);
        }

        Ok(Arc::new(Self {
            object_store,
            part_size_bytes,
            cache_storage,
            stats,
        }))
    }

    pub async fn start_evictor(&self) {
        self.cache_storage.start_evictor().await;
    }

    pub async fn cached_head(&self, location: &Path) -> object_store::Result<ObjectMeta> {
        let entry = self.cache_storage.entry(location, self.part_size_bytes);
        match entry.read_head().await {
            Ok(Some((meta, _))) => Ok(meta),
            _ => {
                let result = self
                    .object_store
                    .get_opts(
                        location,
                        GetOptions {
                            range: None,
                            head: true,
                            ..Default::default()
                        },
                    )
                    .await?;
                let meta = result.meta.clone();
                self.save_result(result).await.ok();
                Ok(meta)
            }
        }
    }

    pub async fn cached_get_opts(
        &self,
        location: &Path,
        opts: GetOptions,
    ) -> object_store::Result<GetResult> {
        let get_range = opts.range.clone();
        let (meta, attributes) = self.maybe_prefetch_range(location, opts).await?;
        let range = self.canonicalize_range(get_range, meta.size)?;
        let parts = self.split_range_into_parts(range.clone());

        // read parts, and concatenate them into a single stream. please note that some of these part may not be cached,
        // we'll still fallback to the object store to get the missing parts.
        let futures = parts
            .into_iter()
            .map(|(part_id, range_in_part)| self.read_part(location, part_id, range_in_part))
            .collect::<Vec<_>>();
        let result_stream = stream::iter(futures).then(|fut| fut).boxed();

        Ok(GetResult {
            meta,
            range,
            attributes,
            payload: GetResultPayload::Stream(result_stream),
        })
    }

    // TODO: implement the put with cache here
    #[allow(unused)]
    async fn cached_put_opts(
        &self,
        location: &Path,
        payload: object_store::PutPayload,
        opts: object_store::PutOptions,
    ) -> object_store::Result<PutResult> {
        self.object_store.put_opts(location, payload, opts).await
    }

    // if an object is not cached before, maybe_prefetch_range will try to prefetch the object from the
    // object store and save the parts into the local disk cache. the prefetching is helpful to reduce the
    // number of GET requests to the object store, it'll try to aggregate the parts among the range into a
    // single GET request, and save the related parts into local disks together.
    // when it sends GET requests to the object store, the range is expected to be ALIGNED with the part
    // size.
    async fn maybe_prefetch_range(
        &self,
        location: &Path,
        mut opts: GetOptions,
    ) -> object_store::Result<(ObjectMeta, Attributes)> {
        let entry = self.cache_storage.entry(location, self.part_size_bytes);
        match entry.read_head().await {
            Ok(Some((meta, attrs))) => return Ok((meta, attrs)),
            Ok(None) => {}
            Err(_) => {
                // TODO: add a warning log
            }
        };

        // it's strange that GetOptions did not derive Clone. maybe we could add a derive(Clone) to object_store.
        if let Some(range) = &opts.range {
            opts.range = Some(self.align_get_range(range));
        }

        let get_result = self.object_store.get_opts(location, opts).await?;
        let result_meta = get_result.meta.clone();
        let result_attrs = get_result.attributes.clone();
        // swallow the error on saving to disk here (the disk might be already full), just fallback
        // to the object store.
        // TODO: add a warning log here.
        self.save_result(get_result).await.ok();
        Ok((result_meta, result_attrs))
    }

    /// save the GetResult to the disk cache, a GetResult may be transformed into multiple part
    /// files and a meta file. please note that the `range` in the GetResult is expected to be
    /// aligned with the part size.
    async fn save_result(&self, result: GetResult) -> object_store::Result<u64> {
        let part_size_bytes_u64 = self.part_size_bytes as u64;
        assert!(result.range.start % part_size_bytes_u64 == 0);
        assert!(
            result.range.end % part_size_bytes_u64 == 0 || result.range.end == result.meta.size
        );

        let entry = self
            .cache_storage
            .entry(&result.meta.location, self.part_size_bytes);
        entry.save_head((&result.meta, &result.attributes)).await?;

        let mut buffer = BytesMut::new();
        let mut part_number = usize::try_from(result.range.start / part_size_bytes_u64)
            .expect("Part number exceeds u32 on a 32-bit system. Try increasing part size.");
        let object_size = result.meta.size;

        let mut stream = result.into_stream();
        while let Some(chunk) = stream.next().await {
            let chunk = chunk?;
            buffer.extend_from_slice(&chunk);

            while buffer.len() >= self.part_size_bytes {
                let to_write = buffer.split_to(self.part_size_bytes);
                entry.save_part(part_number, to_write.into()).await?;
                part_number += 1;
            }
        }

        // if the last part is not fully filled, save it as the last part.
        if !buffer.is_empty() {
            entry.save_part(part_number, buffer.into()).await?;
            return Ok(object_size);
        }

        Ok(object_size)
    }

    // split the range into parts, and return the part id and the range inside the part.
    fn split_range_into_parts(&self, range: Range<u64>) -> Vec<(PartID, Range<usize>)> {
        let part_size_bytes_u64 = self.part_size_bytes as u64;
        let range_aligned = self.align_range(&range, self.part_size_bytes);
        let start_part = range_aligned.start / part_size_bytes_u64;
        let end_part = range_aligned.end / part_size_bytes_u64;
        let mut parts: Vec<_> = (start_part..end_part)
            .map(|part_id| {
                (
                    usize::try_from(part_id).expect("Number of parts exceeds usize"),
                    Range {
                        start: 0,
                        end: self.part_size_bytes,
                    },
                )
            })
            .collect();
        if parts.is_empty() {
            return vec![];
        }
        if let Some(first_part) = parts.first_mut() {
            first_part.1.start = usize::try_from(range.start % part_size_bytes_u64)
                .expect("Part size is too large to fit in a usize");
        }
        if let Some(last_part) = parts.last_mut() {
            if range.end % part_size_bytes_u64 != 0 {
                last_part.1.end = usize::try_from(range.end % part_size_bytes_u64)
                    .expect("Part size is too large to fit in a usize");
            }
        }
        parts
    }

    /// get from disk if the parts are cached, otherwise start a new GET request.
    /// the io errors on reading the disk caches will be ignored, just fallback to
    /// the object store.
    fn read_part(
        &self,
        location: &Path,
        part_id: PartID,
        range_in_part: Range<usize>,
    ) -> BoxFuture<'static, object_store::Result<Bytes>> {
        let part_size = self.part_size_bytes;
        let object_store = self.object_store.clone();
        let location = location.clone();
        let entry = self.cache_storage.entry(&location, self.part_size_bytes);
        let db_stats = self.stats.clone();
        Box::pin(async move {
            db_stats.object_store_cache_part_access.inc();

            if let Ok(Some(bytes)) = entry.read_part(part_id, range_in_part.clone()).await {
                db_stats.object_store_cache_part_hits.inc();
                return Ok(bytes);
            }

            // if the part is not cached, fallback to the object store to get the missing part.
            // the object stores is expected to return the result whenever the `start` of the range
            // is not out of the object size.
            let range = Range {
                start: (part_id * part_size) as u64,
                end: ((part_id + 1) * part_size) as u64,
            };
            let get_result = object_store
                .get_opts(
                    &location,
                    GetOptions {
                        range: Some(GetRange::Bounded(range)),
                        ..Default::default()
                    },
                )
                .await?;

            // save it to the disk cache, we'll ignore the error on writing to disk here, just return
            // the bytes from the object store.
            let meta = get_result.meta.clone();
            let attrs = get_result.attributes.clone();
            let bytes = get_result.bytes().await?;
            entry.save_head((&meta, &attrs)).await.ok();
            entry.save_part(part_id, bytes.clone()).await.ok();
            Ok(Bytes::copy_from_slice(&bytes.slice(range_in_part)))
        })
    }

    // given the range and object size, return the canonicalized `Range<usize>` with concrete start and
    // end.
    fn canonicalize_range(
        &self,
        range: Option<GetRange>,
        object_size: u64,
    ) -> object_store::Result<Range<u64>> {
        let (start_offset, end_offset) = match range {
            None => (0, object_size),
            Some(range) => match range {
                GetRange::Bounded(range) => {
                    if range.start >= object_size {
                        return Err(object_store::Error::Generic {
                            store: "cached_object_store",
                            source: Box::new(InvalidGetRange::StartTooLarge {
                                requested: range.start,
                                length: object_size,
                            }),
                        });
                    }
                    if range.start >= range.end {
                        return Err(object_store::Error::Generic {
                            store: "cached_object_store",
                            source: Box::new(InvalidGetRange::Inconsistent {
                                start: range.start,
                                end: range.end,
                            }),
                        });
                    }
                    (range.start, range.end.min(object_size))
                }
                GetRange::Offset(offset) => {
                    if offset >= object_size {
                        return Err(object_store::Error::Generic {
                            store: "cached_object_store",
                            source: Box::new(InvalidGetRange::StartTooLarge {
                                requested: offset,
                                length: object_size,
                            }),
                        });
                    }
                    (offset, object_size)
                }
                GetRange::Suffix(suffix) => (object_size.saturating_sub(suffix), object_size),
            },
        };
        Ok(Range {
            start: start_offset,
            end: end_offset,
        })
    }

    fn align_get_range(&self, range: &GetRange) -> GetRange {
        match range {
            GetRange::Bounded(bounded) => {
                let aligned = self.align_range(bounded, self.part_size_bytes);
                GetRange::Bounded(aligned)
            }
            GetRange::Suffix(suffix) => {
                let suffix_aligned = self.align_range(&(0..*suffix), self.part_size_bytes).end;
                GetRange::Suffix(suffix_aligned)
            }
            GetRange::Offset(offset) => {
                let offset_aligned = *offset - *offset % self.part_size_bytes as u64;
                GetRange::Offset(offset_aligned)
            }
        }
    }

    fn align_range(&self, range: &Range<u64>, alignment: usize) -> Range<u64> {
        let alignment = alignment as u64;
        let start_aligned = range.start - range.start % alignment;
        let end_aligned = range.end.div_ceil(alignment) * alignment;
        Range {
            start: start_aligned,
            end: end_aligned,
        }
    }
}

impl std::fmt::Display for CachedObjectStore {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(
            f,
            "CachedObjectStore({}, {})",
            self.object_store, self.cache_storage
        )
    }
}

#[async_trait::async_trait]
impl ObjectStore for CachedObjectStore {
    async fn get_opts(
        &self,
        location: &Path,
        options: GetOptions,
    ) -> object_store::Result<GetResult> {
        self.cached_get_opts(location, options).await
    }

    async fn head(&self, location: &Path) -> object_store::Result<ObjectMeta> {
        self.cached_head(location).await
    }

    async fn put_opts(
        &self,
        location: &Path,
        payload: PutPayload,
        opts: PutOptions,
    ) -> object_store::Result<PutResult> {
        // TODO: update the cache on put
        self.object_store.put_opts(location, payload, opts).await
    }

    async fn put_multipart(
        &self,
        location: &Path,
    ) -> object_store::Result<Box<dyn MultipartUpload>> {
        self.object_store.put_multipart(location).await
    }

    async fn put_multipart_opts(
        &self,
        location: &Path,
        opts: PutMultipartOpts,
    ) -> object_store::Result<Box<dyn MultipartUpload>> {
        self.object_store.put_multipart_opts(location, opts).await
    }

    async fn delete(&self, location: &Path) -> object_store::Result<()> {
        // TODO: handle cache eviction
        self.object_store.delete(location).await
    }

    fn list(&self, prefix: Option<&Path>) -> BoxStream<'static, object_store::Result<ObjectMeta>> {
        self.object_store.list(prefix)
    }

    fn list_with_offset(
        &self,
        prefix: Option<&Path>,
        offset: &Path,
    ) -> BoxStream<'static, object_store::Result<ObjectMeta>> {
        self.object_store.list_with_offset(prefix, offset)
    }

    async fn list_with_delimiter(&self, prefix: Option<&Path>) -> object_store::Result<ListResult> {
        self.object_store.list_with_delimiter(prefix).await
    }

    async fn copy(&self, from: &Path, to: &Path) -> object_store::Result<()> {
        self.object_store.copy(from, to).await
    }

    async fn rename(&self, from: &Path, to: &Path) -> object_store::Result<()> {
        self.object_store.rename(from, to).await
    }

    async fn copy_if_not_exists(&self, from: &Path, to: &Path) -> object_store::Result<()> {
        self.object_store.copy_if_not_exists(from, to).await
    }

    async fn rename_if_not_exists(&self, from: &Path, to: &Path) -> object_store::Result<()> {
        self.object_store.rename_if_not_exists(from, to).await
    }
}

#[derive(Debug, thiserror::Error)]
pub(crate) enum InvalidGetRange {
    #[error("Range start too large, requested: {requested}, length: {length}")]
    StartTooLarge { requested: u64, length: u64 },

    #[error("Range started at {start} and ended at {end}")]
    Inconsistent { start: u64, end: u64 },
}

#[cfg(test)]
mod tests {
    use std::sync::Arc;

    use object_store::{path::Path, GetOptions, GetRange, ObjectStore, PutPayload};
    use rand::Rng;

    use super::CachedObjectStore;
    use crate::cached_object_store::stats::CachedObjectStoreStats;
    use crate::cached_object_store::storage_fs::FsCacheStorage;
    use crate::cached_object_store::{storage::PartID, storage_fs::FsCacheEntry};
    use crate::stats::StatRegistry;
    use crate::test_utils::gen_rand_bytes;

    fn new_test_cache_folder() -> std::path::PathBuf {
        let mut rng = rand::thread_rng();
        let dir_name: String = (0..10)
            .map(|_| rng.sample(rand::distributions::Alphanumeric) as char)
            .collect();
        let path = format!("/tmp/testcache-{}", dir_name);
        let _ = std::fs::remove_dir_all(&path);
        std::path::PathBuf::from(path)
    }

    #[tokio::test]
    async fn test_save_result_not_aligned() -> object_store::Result<()> {
        let payload = gen_rand_bytes(1024 * 3 + 32);
        let object_store = Arc::new(object_store::memory::InMemory::new());
        let test_cache_folder = new_test_cache_folder();
        let stats_registry = StatRegistry::new();
        let stats = Arc::new(CachedObjectStoreStats::new(&stats_registry));
        object_store
            .put(
                &Path::from("/data/testfile1"),
                PutPayload::from_bytes(payload.clone()),
            )
            .await?;
        let location = Path::from("/data/testfile1");
        let get_result = object_store.get(&location).await?;

        let cache_storage = Arc::new(FsCacheStorage::new(
            test_cache_folder.clone(),
            None,
            None,
            stats.clone(),
        ));

        let part_size = 1024;
        let cached_store =
            CachedObjectStore::new(object_store.clone(), cache_storage, part_size, stats).unwrap();
        let entry = cached_store.cache_storage.entry(&location, 1024);

        let object_size_hint = cached_store.save_result(get_result).await?;
        assert_eq!(object_size_hint, 1024 * 3 + 32);

        // assert the cached meta
        let head = entry.read_head().await?;
        assert_eq!(head.unwrap().0.size, 1024 * 3 + 32);

        // assert the parts
        let cached_parts = entry.cached_parts().await?;
        assert_eq!(cached_parts.len(), 4);
        assert_eq!(
            entry.read_part(0, 0..part_size).await?,
            Some(payload.slice(0..1024))
        );
        assert_eq!(
            entry.read_part(1, 0..part_size).await?,
            Some(payload.slice(1024..2048))
        );
        assert_eq!(
            entry.read_part(2, 0..part_size).await?,
            Some(payload.slice(2048..3072))
        );

        // delete part 2, known_cache_size is still known
        let evict_part_path =
            FsCacheEntry::make_part_path(test_cache_folder.clone(), &location, 2, 1024);
        std::fs::remove_file(evict_part_path).unwrap();
        assert_eq!(entry.read_part(2, 0..part_size).await?, None);
        let cached_parts = entry.cached_parts().await?;
        assert_eq!(cached_parts, vec![0, 1, 3]);

        // delete part 3, known_cache_size become None
        let evict_part_path =
            FsCacheEntry::make_part_path(test_cache_folder.clone(), &location, 3, 1024);
        std::fs::remove_file(evict_part_path).unwrap();
        assert_eq!(entry.read_part(3, 0..part_size).await?, None);
        let cached_parts = entry.cached_parts().await?;
        assert_eq!(cached_parts, vec![0, 1]);
        Ok(())
    }

    #[tokio::test]
    async fn test_save_result_aligned() -> object_store::Result<()> {
        let payload = gen_rand_bytes(1024 * 3);
        let object_store = Arc::new(object_store::memory::InMemory::new());
        let test_cache_folder = new_test_cache_folder();
        let stats_registry = StatRegistry::new();
        let stats = Arc::new(CachedObjectStoreStats::new(&stats_registry));
        object_store
            .put(
                &Path::from("/data/testfile1"),
                PutPayload::from_bytes(payload.clone()),
            )
            .await?;
        let location = Path::from("/data/testfile1");
        let get_result = object_store.get(&location).await?;
        let part_size = 1024;

        let cache_storage = Arc::new(FsCacheStorage::new(
            test_cache_folder.clone(),
            None,
            None,
            stats.clone(),
        ));

        let cached_store =
            CachedObjectStore::new(object_store, cache_storage, part_size, stats).unwrap();
        let entry = cached_store.cache_storage.entry(&location, part_size);
        let object_size_hint = cached_store.save_result(get_result).await?;
        assert_eq!(object_size_hint, 1024 * 3);
        let cached_parts = entry.cached_parts().await?;
        assert_eq!(cached_parts.len(), 3);
        assert_eq!(
            entry.read_part(0, 0..part_size).await?,
            Some(payload.slice(0..1024))
        );
        assert_eq!(
            entry.read_part(1, 0..part_size).await?,
            Some(payload.slice(1024..2048))
        );
        assert_eq!(
            entry.read_part(2, 0..part_size).await?,
            Some(payload.slice(2048..3072))
        );

        let evict_part_path =
            FsCacheEntry::make_part_path(test_cache_folder.clone(), &location, 2, part_size);
        std::fs::remove_file(evict_part_path).unwrap();
        assert_eq!(entry.read_part(2, 0..part_size).await?, None);

        let cached_parts = entry.cached_parts().await?;
        assert_eq!(cached_parts.len(), 2);
        Ok(())
    }

    #[test]
    fn test_split_range_into_parts() {
        let object_store = Arc::new(object_store::memory::InMemory::new());
        let test_cache_folder = new_test_cache_folder();
        let stats_registry = StatRegistry::new();
        let stats = Arc::new(CachedObjectStoreStats::new(&stats_registry));
        let cache_storage = Arc::new(FsCacheStorage::new(
            test_cache_folder.clone(),
            None,
            None,
            stats.clone(),
        ));

        let cached_store =
            CachedObjectStore::new(object_store, cache_storage, 1024, stats).unwrap();

        struct Test {
            input: (Option<GetRange>, usize),
            expect: Vec<(PartID, std::ops::Range<usize>)>,
        }
        let tests = [
            Test {
                input: (None, 1024 * 3),
                expect: vec![(0, 0..1024), (1, 0..1024), (2, 0..1024)],
            },
            Test {
                input: (None, 1024 * 3 + 12),
                expect: vec![(0, 0..1024), (1, 0..1024), (2, 0..1024), (3, 0..12)],
            },
            Test {
                input: (None, 12),
                expect: vec![(0, 0..12)],
            },
            Test {
                input: (Some(GetRange::Bounded(0..1024)), 1024),
                expect: vec![(0, 0..1024)],
            },
            Test {
                input: (Some(GetRange::Bounded(128..1024)), 20000),
                expect: vec![(0, 128..1024)],
            },
            Test {
                input: (Some(GetRange::Bounded(128..1024 + 12)), 20000),
                expect: vec![(0, 128..1024), (1, 0..12)],
            },
            Test {
                input: (Some(GetRange::Bounded(128..1024 * 2 + 12)), 20000),
                expect: vec![(0, 128..1024), (1, 0..1024), (2, 0..12)],
            },
            Test {
                input: (Some(GetRange::Bounded(1024 * 2..1024 * 3 + 12)), 200000),
                expect: vec![(2, 0..1024), (3, 0..12)],
            },
            Test {
                input: (Some(GetRange::Bounded(1024 * 2 - 2..1024 * 3 + 12)), 20000),
                expect: vec![(1, 1022..1024), (2, 0..1024), (3, 0..12)],
            },
            Test {
                input: (Some(GetRange::Suffix(128)), 1024),
                expect: vec![(0, 896..1024)],
            },
            Test {
                input: (Some(GetRange::Suffix(1024 * 2 + 8)), 1024 * 4),
                expect: vec![(1, 1016..1024), (2, 0..1024), (3, 0..1024)],
            },
            Test {
                input: (Some(GetRange::Offset(8)), 1024 * 4),
                expect: vec![(0, 8..1024), (1, 0..1024), (2, 0..1024), (3, 0..1024)],
            },
            Test {
                input: (Some(GetRange::Offset(1024 * 2 + 8)), 1024 * 4),
                expect: vec![(2, 8..1024), (3, 0..1024)],
            },
            Test {
                input: (Some(GetRange::Offset(1024 * 2 + 8)), 1024 * 4 + 2),
                expect: vec![(2, 8..1024), (3, 0..1024), (4, 0..2)],
            },
        ];

        for t in tests.iter() {
            let range = cached_store
                .canonicalize_range(t.input.0.clone(), t.input.1 as u64)
                .unwrap();
            let parts = cached_store.split_range_into_parts(range);
            assert_eq!(parts, t.expect, "input: {:?}", t.input);
        }
    }

    #[test]
    fn test_align_range() {
        let object_store = Arc::new(object_store::memory::InMemory::new());
        let test_cache_folder = new_test_cache_folder();
        let stats_registry = StatRegistry::new();
        let stats = Arc::new(CachedObjectStoreStats::new(&stats_registry));
        let cache_storage = Arc::new(FsCacheStorage::new(
            test_cache_folder.clone(),
            None,
            None,
            stats.clone(),
        ));
        let cached_store =
            CachedObjectStore::new(object_store, cache_storage, 1024, stats).unwrap();

        let aligned = cached_store.align_range(&(9..1025), 1024);
        assert_eq!(aligned, 0..2048);
        let aligned = cached_store.align_range(&(1024 + 1..2048 + 4), 1024);
        assert_eq!(aligned, 1024..3072);
    }

    #[test]
    fn test_align_get_range() {
        let object_store = Arc::new(object_store::memory::InMemory::new());
        let test_cache_folder = new_test_cache_folder();
        let stats_registry = StatRegistry::new();
        let stats = Arc::new(CachedObjectStoreStats::new(&stats_registry));
        let cache_storage = Arc::new(FsCacheStorage::new(
            test_cache_folder.clone(),
            None,
            None,
            stats.clone(),
        ));
        let cached_store =
            CachedObjectStore::new(object_store, cache_storage, 1024, stats).unwrap();

        let aligned = cached_store.align_get_range(&GetRange::Bounded(9..1025));
        assert_eq!(aligned, GetRange::Bounded(0..2048));
        let aligned = cached_store.align_get_range(&GetRange::Bounded(9..2048));
        assert_eq!(aligned, GetRange::Bounded(0..2048));
        let aligned = cached_store.align_get_range(&GetRange::Suffix(12));
        assert_eq!(aligned, GetRange::Suffix(1024));
        let aligned = cached_store.align_get_range(&GetRange::Suffix(1024));
        assert_eq!(aligned, GetRange::Suffix(1024));
        let aligned = cached_store.align_get_range(&GetRange::Offset(1024));
        assert_eq!(aligned, GetRange::Offset(1024));
        let aligned = cached_store.align_get_range(&GetRange::Offset(12));
        assert_eq!(aligned, GetRange::Offset(0));
    }

    #[tokio::test]
    async fn test_cached_object_store_impl_object_store() -> object_store::Result<()> {
        let object_store = Arc::new(object_store::memory::InMemory::new());
        let test_cache_folder = new_test_cache_folder();
        let stats_registry = StatRegistry::new();
        let stats = Arc::new(CachedObjectStoreStats::new(&stats_registry));
        let cache_storage = Arc::new(FsCacheStorage::new(
            test_cache_folder.clone(),
            None,
            None,
            stats.clone(),
        ));
        let cached_store =
            CachedObjectStore::new(object_store.clone(), cache_storage, 1024, stats).unwrap();

        let test_path = Path::from("/data/testdata1");
        let test_payload = gen_rand_bytes(1024 * 3 + 2);
        object_store
            .put(&test_path, PutPayload::from_bytes(test_payload.clone()))
            .await?;

        // test get entire object
        let test_ranges = vec![
            Some(GetRange::Offset(260817)),
            None,
            Some(GetRange::Bounded(1000..2048)),
            Some(GetRange::Bounded(1000..260817)),
            Some(GetRange::Suffix(10)),
            Some(GetRange::Suffix(260817)),
            Some(GetRange::Offset(1000)),
            Some(GetRange::Offset(0)),
            Some(GetRange::Offset(1028)),
            Some(GetRange::Offset(260817)),
            Some(GetRange::Offset(1024 * 3 + 2)),
            Some(GetRange::Offset(1024 * 3 + 1)),
            #[allow(clippy::reversed_empty_ranges)]
            Some(GetRange::Bounded(2900..2048)),
            Some(GetRange::Bounded(10..10)),
        ];

        // test get a range
        for range in test_ranges.iter() {
            let want = object_store
                .get_opts(
                    &test_path,
                    GetOptions {
                        range: range.clone(),
                        ..Default::default()
                    },
                )
                .await;
            let got = cached_store
                .cached_get_opts(
                    &test_path,
                    GetOptions {
                        range: range.clone(),
                        ..Default::default()
                    },
                )
                .await;
            match (want, got) {
                (Ok(want), Ok(got)) => {
                    assert_eq!(want.range, got.range);
                    assert_eq!(want.meta, got.meta);
                    assert_eq!(want.bytes().await?, got.bytes().await?);
                }
                (Err(want), Err(got)) => {
                    if want.to_string().to_lowercase().contains("range") {
                        assert!(got.to_string().to_lowercase().contains("range"));
                    }
                }
                (origin_result, cached_result) => {
                    panic!("expect: {:?}, got: {:?}", origin_result, cached_result);
                }
            }
        }
        Ok(())
    }
}