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
use crate::bytes_range::BytesRange;
use crate::db_state::{SortedRun, SsTableHandle};
use crate::error::SlateDBError;
use crate::iter::{KeyValueIterator, SeekToKey};
use crate::sst_iter::{SstIterator, SstIteratorOptions, SstView};
use crate::tablestore::TableStore;
use crate::types::RowEntry;
use bytes::Bytes;
use std::collections::VecDeque;
use std::ops::{Bound, RangeBounds};
use std::sync::Arc;

#[derive(Debug)]
enum SortedRunView<'a> {
    Owned(VecDeque<SsTableHandle>, BytesRange),
    Borrowed(
        VecDeque<&'a SsTableHandle>,
        (Bound<&'a [u8]>, Bound<&'a [u8]>),
    ),
}

impl<'a> SortedRunView<'a> {
    fn pop_sst(&mut self) -> Option<SstView<'a>> {
        match self {
            SortedRunView::Owned(tables, r) => tables
                .pop_front()
                .map(|table| SstView::Owned(table, r.clone())),
            SortedRunView::Borrowed(tables, r) => {
                tables.pop_front().map(|table| SstView::Borrowed(table, *r))
            }
        }
    }

    pub(crate) async fn build_next_iter(
        &mut self,
        table_store: Arc<TableStore>,
        sst_iterator_options: SstIteratorOptions,
    ) -> Result<Option<SstIterator<'a>>, SlateDBError> {
        let next_iter = if let Some(view) = self.pop_sst() {
            Some(SstIterator::new(view, table_store.clone(), sst_iterator_options).await?)
        } else {
            None
        };
        Ok(next_iter)
    }

    fn peek_next_table(&self) -> Option<&SsTableHandle> {
        match self {
            SortedRunView::Owned(tables, _) => tables.front(),
            SortedRunView::Borrowed(tables, _) => tables.front().copied(),
        }
    }
}

pub(crate) struct SortedRunIterator<'a> {
    table_store: Arc<TableStore>,
    sst_iter_options: SstIteratorOptions,
    view: SortedRunView<'a>,
    current_iter: Option<SstIterator<'a>>,
}

impl<'a> SortedRunIterator<'a> {
    async fn new(
        view: SortedRunView<'a>,
        table_store: Arc<TableStore>,
        sst_iter_options: SstIteratorOptions,
    ) -> Result<Self, SlateDBError> {
        let mut res = Self {
            table_store,
            sst_iter_options,
            view,
            current_iter: None,
        };
        res.advance_table().await?;
        Ok(res)
    }

    pub(crate) async fn new_owned<T: RangeBounds<Bytes>>(
        range: T,
        sorted_run: SortedRun,
        table_store: Arc<TableStore>,
        sst_iter_options: SstIteratorOptions,
    ) -> Result<Self, SlateDBError> {
        let range = BytesRange::from(range);
        let tables = sorted_run.into_tables_covering_range(range.as_ref());
        let view = SortedRunView::Owned(tables, range);
        SortedRunIterator::new(view, table_store, sst_iter_options).await
    }

    pub(crate) async fn new_borrowed<T: RangeBounds<&'a [u8]>>(
        range: T,
        sorted_run: &'a SortedRun,
        table_store: Arc<TableStore>,
        sst_iter_options: SstIteratorOptions,
    ) -> Result<Self, SlateDBError> {
        let range = (range.start_bound().cloned(), range.end_bound().cloned());
        let tables = sorted_run.tables_covering_range(range);
        let view = SortedRunView::Borrowed(tables, range);
        SortedRunIterator::new(view, table_store, sst_iter_options).await
    }

    pub(crate) async fn for_key(
        sorted_run: &'a SortedRun,
        key: &'a [u8],
        table_store: Arc<TableStore>,
        sst_iter_options: SstIteratorOptions,
    ) -> Result<SortedRunIterator<'a>, SlateDBError> {
        Self::new_borrowed(key..=key, sorted_run, table_store, sst_iter_options).await
    }

    async fn advance_table(&mut self) -> Result<(), SlateDBError> {
        self.current_iter = self
            .view
            .build_next_iter(self.table_store.clone(), self.sst_iter_options)
            .await?;
        Ok(())
    }
}

impl KeyValueIterator for SortedRunIterator<'_> {
    async fn next_entry(&mut self) -> Result<Option<RowEntry>, SlateDBError> {
        while let Some(iter) = &mut self.current_iter {
            if let Some(kv) = iter.next_entry().await? {
                return Ok(Some(kv));
            } else {
                self.advance_table().await?;
            }
        }
        Ok(None)
    }
}

impl SeekToKey for SortedRunIterator<'_> {
    async fn seek(&mut self, next_key: &[u8]) -> Result<(), SlateDBError> {
        while let Some(next_table) = self.view.peek_next_table() {
            if next_table.compacted_first_key() < next_key {
                self.advance_table().await?;
            } else {
                break;
            }
        }
        if let Some(iter) = &mut self.current_iter {
            iter.seek(next_key).await?;
        }
        Ok(())
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::bytes_generator::OrderedBytesGenerator;
    use crate::db_state::SsTableId;
    use crate::proptest_util;
    use crate::proptest_util::sample;
    use crate::sst::SsTableFormat;
    use crate::test_utils::{assert_kv, gen_attrs};

    use bytes::{BufMut, BytesMut};
    use object_store::path::Path;
    use object_store::{memory::InMemory, ObjectStore};
    use proptest::test_runner::TestRng;
    use rand::distributions::uniform::SampleRange;
    use rand::Rng;
    use std::collections::BTreeMap;
    use std::sync::Arc;
    use ulid::Ulid;

    #[tokio::test]
    async fn test_one_sst_sr_iter() {
        let root_path = Path::from("");
        let object_store: Arc<dyn ObjectStore> = Arc::new(InMemory::new());
        let format = SsTableFormat {
            min_filter_keys: 3,
            ..SsTableFormat::default()
        };
        let table_store = Arc::new(TableStore::new(
            object_store,
            format,
            root_path.clone(),
            None,
        ));
        let mut builder = table_store.table_builder();
        builder.add_value(b"key1", b"value1", gen_attrs(1)).unwrap();
        builder.add_value(b"key2", b"value2", gen_attrs(2)).unwrap();
        builder.add_value(b"key3", b"value3", gen_attrs(3)).unwrap();
        let encoded = builder.build().unwrap();
        let id = SsTableId::Compacted(Ulid::new());
        let handle = table_store.write_sst(&id, encoded).await.unwrap();
        let sr = SortedRun {
            id: 0,
            ssts: vec![handle],
        };

        let mut iter =
            SortedRunIterator::new_owned(.., sr, table_store, SstIteratorOptions::default())
                .await
                .unwrap();

        let kv = iter.next().await.unwrap().unwrap();
        assert_eq!(kv.key, b"key1".as_slice());
        assert_eq!(kv.value, b"value1".as_slice());
        let kv = iter.next().await.unwrap().unwrap();
        assert_eq!(kv.key, b"key2".as_slice());
        assert_eq!(kv.value, b"value2".as_slice());
        let kv = iter.next().await.unwrap().unwrap();
        assert_eq!(kv.key, b"key3".as_slice());
        assert_eq!(kv.value, b"value3".as_slice());
        let kv = iter.next().await.unwrap();
        assert!(kv.is_none());
    }

    #[tokio::test]
    async fn test_many_sst_sr_iter() {
        let root_path = Path::from("");
        let object_store: Arc<dyn ObjectStore> = Arc::new(InMemory::new());
        let format = SsTableFormat {
            min_filter_keys: 3,
            ..SsTableFormat::default()
        };
        let table_store = Arc::new(TableStore::new(
            object_store,
            format,
            root_path.clone(),
            None,
        ));
        let mut builder = table_store.table_builder();
        builder.add_value(b"key1", b"value1", gen_attrs(1)).unwrap();
        builder.add_value(b"key2", b"value2", gen_attrs(2)).unwrap();
        let encoded = builder.build().unwrap();
        let id1 = SsTableId::Compacted(Ulid::new());
        let handle1 = table_store.write_sst(&id1, encoded).await.unwrap();
        let mut builder = table_store.table_builder();
        builder.add_value(b"key3", b"value3", gen_attrs(3)).unwrap();
        let encoded = builder.build().unwrap();
        let id2 = SsTableId::Compacted(Ulid::new());
        let handle2 = table_store.write_sst(&id2, encoded).await.unwrap();
        let sr = SortedRun {
            id: 0,
            ssts: vec![handle1, handle2],
        };

        let mut iter = SortedRunIterator::new_owned(
            ..,
            sr,
            table_store.clone(),
            SstIteratorOptions::default(),
        )
        .await
        .unwrap();

        let kv = iter.next().await.unwrap().unwrap();
        assert_eq!(kv.key, b"key1".as_slice());
        assert_eq!(kv.value, b"value1".as_slice());
        let kv = iter.next().await.unwrap().unwrap();
        assert_eq!(kv.key, b"key2".as_slice());
        assert_eq!(kv.value, b"value2".as_slice());
        let kv = iter.next().await.unwrap().unwrap();
        assert_eq!(kv.key, b"key3".as_slice());
        assert_eq!(kv.value, b"value3".as_slice());
        let kv = iter.next().await.unwrap();
        assert!(kv.is_none());
    }

    #[tokio::test]
    async fn test_sr_iter_from_key() {
        let root_path = Path::from("");
        let object_store: Arc<dyn ObjectStore> = Arc::new(InMemory::new());
        let format = SsTableFormat {
            min_filter_keys: 3,
            ..SsTableFormat::default()
        };
        let table_store = Arc::new(TableStore::new(
            object_store,
            format,
            root_path.clone(),
            None,
        ));
        let key_gen = OrderedBytesGenerator::new_with_byte_range(&[b'a'; 16], b'a', b'z');
        let mut test_case_key_gen = key_gen.clone();
        let val_gen = OrderedBytesGenerator::new_with_byte_range(&[0u8; 16], 0u8, 26u8);
        let mut test_case_val_gen = val_gen.clone();
        let sr = build_sr_with_ssts(table_store.clone(), 3, 10, key_gen, val_gen).await;

        for i in 0..30 {
            let mut expected_key_gen = test_case_key_gen.clone();
            let mut expected_val_gen = test_case_val_gen.clone();
            let from_key = test_case_key_gen.next();
            _ = test_case_val_gen.next();
            let mut iter = SortedRunIterator::new_borrowed(
                from_key.as_ref()..,
                &sr,
                table_store.clone(),
                SstIteratorOptions::default(),
            )
            .await
            .unwrap();
            for _ in 0..30 - i {
                assert_kv(
                    &iter.next().await.unwrap().unwrap(),
                    expected_key_gen.next().as_ref(),
                    expected_val_gen.next().as_ref(),
                );
            }
            assert!(iter.next().await.unwrap().is_none());
        }
    }

    #[tokio::test]
    async fn test_sr_iter_from_key_lower_than_range() {
        let root_path = Path::from("");
        let object_store: Arc<dyn ObjectStore> = Arc::new(InMemory::new());
        let format = SsTableFormat {
            min_filter_keys: 3,
            ..SsTableFormat::default()
        };
        let table_store = Arc::new(TableStore::new(
            object_store,
            format,
            root_path.clone(),
            None,
        ));
        let key_gen = OrderedBytesGenerator::new_with_byte_range(&[b'a'; 16], b'a', b'z');
        let mut expected_key_gen = key_gen.clone();
        let val_gen = OrderedBytesGenerator::new_with_byte_range(&[0u8; 16], 0u8, 26u8);
        let mut expected_val_gen = val_gen.clone();
        let sr = build_sr_with_ssts(table_store.clone(), 3, 10, key_gen, val_gen).await;
        let mut iter = SortedRunIterator::new_borrowed(
            [b'a', 10].as_ref()..,
            &sr,
            table_store.clone(),
            SstIteratorOptions::default(),
        )
        .await
        .unwrap();

        for _ in 0..30 {
            assert_kv(
                &iter.next().await.unwrap().unwrap(),
                expected_key_gen.next().as_ref(),
                expected_val_gen.next().as_ref(),
            );
        }
        assert!(iter.next().await.unwrap().is_none());
    }

    #[tokio::test]
    async fn test_sr_iter_from_key_higher_than_range() {
        let root_path = Path::from("");
        let object_store: Arc<dyn ObjectStore> = Arc::new(InMemory::new());
        let format = SsTableFormat {
            min_filter_keys: 3,
            ..SsTableFormat::default()
        };
        let table_store = Arc::new(TableStore::new(
            object_store,
            format,
            root_path.clone(),
            None,
        ));
        let key_gen = OrderedBytesGenerator::new_with_byte_range(&[b'a'; 16], b'a', b'z');
        let val_gen = OrderedBytesGenerator::new_with_byte_range(&[0u8; 16], 0u8, 26u8);
        let sr = build_sr_with_ssts(table_store.clone(), 3, 10, key_gen, val_gen).await;

        let mut iter = SortedRunIterator::new_borrowed(
            [b'z', 30].as_ref()..,
            &sr,
            table_store.clone(),
            SstIteratorOptions::default(),
        )
        .await
        .unwrap();

        assert!(iter.next().await.unwrap().is_none());
    }

    #[tokio::test]
    async fn test_seek_through_sorted_run() {
        let root_path = Path::from("");
        let object_store: Arc<dyn ObjectStore> = Arc::new(InMemory::new());
        let table_store = Arc::new(TableStore::new(
            object_store,
            SsTableFormat::default(),
            root_path.clone(),
            None,
        ));

        let mut rng = proptest_util::rng::new_test_rng(None);
        let table = sample::table(&mut rng, 400, 10);
        let max_entries_per_sst = 20;
        let entries_per_sst = 1..max_entries_per_sst;
        let sr =
            build_sorted_run_from_table(&table, table_store.clone(), entries_per_sst, &mut rng)
                .await;
        let mut sr_iter = SortedRunIterator::new_owned(
            ..,
            sr,
            table_store.clone(),
            SstIteratorOptions::default(),
        )
        .await
        .unwrap();
        let mut table_iter = table.iter();
        loop {
            let skip = rng.gen::<usize>() % (max_entries_per_sst * 2);
            let run = rng.gen::<usize>() % (max_entries_per_sst * 2);

            let Some((k, _)) = table_iter.nth(skip) else {
                break;
            };
            let seek_key = increment_length(k);
            sr_iter.seek(&seek_key).await.unwrap();

            for (key, value) in table_iter.by_ref().take(run) {
                let kv = sr_iter.next().await.unwrap().unwrap();
                assert_eq!(*key, kv.key);
                assert_eq!(*value, kv.value);
            }
        }
    }

    fn increment_length(b: &[u8]) -> Bytes {
        let mut buf = BytesMut::from(b);
        buf.put_u8(u8::MIN);
        buf.freeze()
    }

    async fn build_sorted_run_from_table<R: SampleRange<usize> + Clone>(
        table: &BTreeMap<Bytes, Bytes>,
        table_store: Arc<TableStore>,
        entries_per_sst: R,
        rng: &mut TestRng,
    ) -> SortedRun {
        let mut ssts = Vec::new();
        let mut entries = table.iter();
        loop {
            let sst_len = rng.gen_range(entries_per_sst.clone());
            let mut builder = table_store.table_builder();

            let sst_kvs: Vec<(&Bytes, &Bytes)> = entries.by_ref().take(sst_len).collect();
            if sst_kvs.is_empty() {
                break;
            }

            for (key, value) in sst_kvs {
                builder.add_value(key, value, gen_attrs(0)).unwrap();
            }

            let encoded = builder.build().unwrap();
            let id = SsTableId::Compacted(Ulid::new());
            let handle = table_store.write_sst(&id, encoded).await.unwrap();
            ssts.push(handle);
        }

        SortedRun { id: 0, ssts }
    }

    async fn build_sr_with_ssts(
        table_store: Arc<TableStore>,
        n: usize,
        keys_per_sst: usize,
        mut key_gen: OrderedBytesGenerator,
        mut val_gen: OrderedBytesGenerator,
    ) -> SortedRun {
        let mut ssts = Vec::<SsTableHandle>::new();
        for _ in 0..n {
            let mut writer = table_store.table_writer(SsTableId::Compacted(Ulid::new()));
            for _ in 0..keys_per_sst {
                let entry =
                    RowEntry::new_value(key_gen.next().as_ref(), val_gen.next().as_ref(), 0);
                writer.add(entry).await.unwrap();
            }
            ssts.push(writer.close().await.unwrap());
        }
        SortedRun { id: 0, ssts }
    }
}