edgestore 1.6.0

Local-first embedded KV + vector database in Rust
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
//! InMemorySegmentReader — parses a `.dat` segment from a memory buffer.
//!
//! Used by `ImmutableEngine` (Phase 9) to serve reads in environments with no
//! local filesystem. Builds sparse index and xor filter by scanning blocks once at
//! construction time.

use crate::error::EdgestoreError;
use crate::segment::{
    build_xor_filter, deserialize_entry, filter_contains, find_block_offset, SEGMENT_BLOCK_MAGIC,
    SEGMENT_BLOCK_SIZE,
};
use crate::types::{MemEntry, SegmentId, SegmentMeta};

/// Read-only segment that lives entirely in memory.
///
/// Constructed from raw `.dat` bytes (e.g. downloaded from S3). Parses all
/// blocks at construction to build the sparse index and xor filter, so point
/// lookups and range scans are fast afterwards.
#[derive(Clone)]
pub struct InMemorySegmentReader {
    /// Segment identifier (matches the original on-disk segment ID).
    pub segment_id: SegmentId,
    /// BLAKE3 content hash of the `.dat` bytes.
    pub segment_hash: [u8; 32],
    /// Raw .dat bytes including file header + blocks.
    data: std::sync::Arc<Vec<u8>>,
    /// Sparse index: first key of each block → block offset.
    index: Vec<(Vec<u8>, u64)>,
    /// Xor filter for fast negative checks.
    filter: xorf::Xor8,
    /// Metadata (bounds, LSN range, etc.).
    pub meta: SegmentMeta,
}

impl InMemorySegmentReader {
    /// Parse a `.dat` file from a memory buffer.
    ///
    /// Scans all blocks, decompresses each one, collects keys for the xor filter,
    /// and builds a sparse index (first key per block).
    pub fn from_bytes(
        segment_id: SegmentId,
        segment_hash: [u8; 32],
        meta: SegmentMeta,
        bytes: &[u8],
    ) -> Result<Self, EdgestoreError> {
        if bytes.len() < 8 {
            return Err(EdgestoreError::SegmentCorrupt(
                "in-memory segment too short".to_string(),
            ));
        }

        let mut all_keys: Vec<Vec<u8>> = Vec::new();
        let mut index: Vec<(Vec<u8>, u64)> = Vec::new();

        let mut offset = 8usize; // skip file header
        while offset < bytes.len() {
            if offset + 8 > bytes.len() {
                break;
            }
            let magic = u32::from_le_bytes(bytes[offset..offset + 4].try_into().unwrap());
            if magic != SEGMENT_BLOCK_MAGIC {
                break; // hit padding or end
            }
            let compressed_len =
                u32::from_le_bytes(bytes[offset + 4..offset + 8].try_into().unwrap()) as usize;
            if offset + 8 + compressed_len > bytes.len() {
                break;
            }

            let compressed = &bytes[offset + 8..offset + 8 + compressed_len];
            let decompressed = zstd::decode_all(compressed).map_err(|e| {
                EdgestoreError::SegmentCorrupt(format!("in-memory zstd decode: {}", e))
            })?;

            // Parse entries from this block.
            let mut pos = 0usize;
            let mut first_key_in_block: Option<Vec<u8>> = None;
            while pos < decompressed.len() {
                match deserialize_entry(&decompressed, &mut pos) {
                    Ok((key, _entry)) => {
                        all_keys.push(key.clone());
                        if first_key_in_block.is_none() {
                            first_key_in_block = Some(key);
                        }
                    }
                    Err(_) => break,
                }
            }

            if let Some(key) = first_key_in_block {
                index.push((key, offset as u64));
            }

            let payload_size = 8 + compressed_len;
            let aligned_size = if payload_size.is_multiple_of(SEGMENT_BLOCK_SIZE) {
                payload_size
            } else {
                (payload_size / SEGMENT_BLOCK_SIZE + 1) * SEGMENT_BLOCK_SIZE
            };
            offset += aligned_size;
        }

        let filter = build_xor_filter(&all_keys)?;

        Ok(InMemorySegmentReader {
            segment_id,
            segment_hash,
            data: std::sync::Arc::new(bytes.to_vec()),
            index,
            filter,
            meta,
        })
    }

    /// Look up a single key in this segment.
    pub fn get(&self, key: &[u8]) -> Result<Option<MemEntry>, EdgestoreError> {
        if !filter_contains(&self.filter, key) {
            return Ok(None);
        }
        let start_offset = find_block_offset(&self.index, key) as usize;
        let mut current_offset = start_offset;
        let bytes = self.data.as_slice();
        let mut best: Option<MemEntry> = None;

        loop {
            if current_offset + 8 > bytes.len() {
                break;
            }
            let magic = u32::from_le_bytes(
                bytes[current_offset..current_offset + 4]
                    .try_into()
                    .unwrap(),
            );
            if magic != SEGMENT_BLOCK_MAGIC {
                break;
            }
            let compressed_len = u32::from_le_bytes(
                bytes[current_offset + 4..current_offset + 8]
                    .try_into()
                    .unwrap(),
            ) as usize;
            if current_offset + 8 + compressed_len > bytes.len() {
                break;
            }

            let compressed = &bytes[current_offset + 8..current_offset + 8 + compressed_len];
            let decompressed = zstd::decode_all(compressed).map_err(|e| {
                EdgestoreError::SegmentCorrupt(format!("in-memory get zstd: {}", e))
            })?;

            let mut pos = 0usize;
            let mut block_has_key = false;
            while pos < decompressed.len() {
                match deserialize_entry(&decompressed, &mut pos) {
                    Ok((k, entry)) => {
                        if k.as_slice() == key {
                            block_has_key = true;
                            let is_better = best.as_ref().is_none_or(|b| entry.lsn > b.lsn);
                            if is_better {
                                best = Some(entry);
                            }
                        }
                        if k.as_slice() > key {
                            // Passed the key range within this block.
                            break;
                        }
                    }
                    Err(_) => break,
                }
            }

            // If this block had the key, the next block might also have it (duplicate keys
            // across block boundaries are possible). Continue scanning.
            // If this block's keys were all < key, continue to next block.
            // If this block's first key > key, we can stop (blocks are sorted).
            let block_first_key = self
                .index
                .iter()
                .find(|(_, off)| *off as usize == current_offset)
                .map(|(k, _)| k.clone());
            if let Some(first) = block_first_key {
                if first.as_slice() > key && !block_has_key {
                    // This block starts after our key; no later block can contain it.
                    break;
                }
            }

            let payload_size = 8 + compressed_len;
            let aligned_size = if payload_size.is_multiple_of(SEGMENT_BLOCK_SIZE) {
                payload_size
            } else {
                (payload_size / SEGMENT_BLOCK_SIZE + 1) * SEGMENT_BLOCK_SIZE
            };
            current_offset += aligned_size;
        }
        Ok(best)
    }

    /// Return all entries in the segment whose key falls in `[start, end]`.
    pub fn range_scan(
        &self,
        start: &[u8],
        end: &[u8],
    ) -> Result<Vec<(Vec<u8>, MemEntry)>, EdgestoreError> {
        if end < self.meta.min_key.as_slice() || start > self.meta.max_key.as_slice() {
            return Ok(vec![]);
        }
        let start_offset = find_block_offset(&self.index, start) as usize;
        let mut current_offset = start_offset;
        let bytes = self.data.as_slice();
        let mut results = Vec::new();

        loop {
            if current_offset + 8 > bytes.len() {
                break;
            }
            let magic = u32::from_le_bytes(
                bytes[current_offset..current_offset + 4]
                    .try_into()
                    .unwrap(),
            );
            if magic != SEGMENT_BLOCK_MAGIC {
                break;
            }
            let compressed_len = u32::from_le_bytes(
                bytes[current_offset + 4..current_offset + 8]
                    .try_into()
                    .unwrap(),
            ) as usize;
            if current_offset + 8 + compressed_len > bytes.len() {
                break;
            }

            let compressed = &bytes[current_offset + 8..current_offset + 8 + compressed_len];
            let decompressed = zstd::decode_all(compressed).map_err(|e| {
                EdgestoreError::SegmentCorrupt(format!("in-memory range zstd: {}", e))
            })?;

            let mut pos = 0usize;
            let mut past_end = false;
            while pos < decompressed.len() {
                match deserialize_entry(&decompressed, &mut pos) {
                    Ok((k, entry)) => {
                        if k.as_slice() >= end {
                            past_end = true;
                            break;
                        }
                        if k.as_slice() >= start {
                            results.push((k, entry));
                        }
                    }
                    Err(_) => break,
                }
            }
            if past_end {
                break;
            }

            let payload_size = 8 + compressed_len;
            let aligned_size = if payload_size.is_multiple_of(SEGMENT_BLOCK_SIZE) {
                payload_size
            } else {
                (payload_size / SEGMENT_BLOCK_SIZE + 1) * SEGMENT_BLOCK_SIZE
            };
            current_offset += aligned_size;
        }
        Ok(results)
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::segment::SegmentWriter;
    use crate::types::{encode_key, MemEntry, Operation};
    use tempfile::TempDir;

    fn make_put_entry(key: &[u8], value: &[u8], lsn: u64) -> MemEntry {
        MemEntry {
            key: key.to_vec(),
            value: Some(value.to_vec()),
            op: Operation::Put,
            lsn,
            timestamp: 3_600_000_000_000,
            ttl: 0,
        }
    }

    #[test]
    fn test_in_memory_roundtrip() {
        let dir = TempDir::new().unwrap();
        let ns = b"ns";
        let user_key = b"key1";
        let encoded_key = encode_key(ns, user_key);
        let value = b"hello-world";

        let entry = make_put_entry(&encoded_key, value, 1);
        let mut entries = vec![(encoded_key.clone(), entry)];
        entries.sort_by(|(a, _), (b, _)| a.cmp(b));

        let mut writer = SegmentWriter::new(dir.path().to_path_buf(), 0, 3600);
        let meta = writer.flush(&entries).unwrap();

        let dat_bytes = std::fs::read(dir.path().join("segment-00000000.dat")).unwrap();
        let reader = InMemorySegmentReader::from_bytes(
            0,
            meta.segment_hash.as_slice().try_into().unwrap(),
            meta,
            &dat_bytes,
        )
        .unwrap();

        let result = reader.get(&encode_key(ns, user_key)).unwrap();
        assert_eq!(result.map(|e| e.value), Some(Some(value.to_vec())));
    }

    #[test]
    fn test_in_memory_absent_key_fast_reject() {
        let dir = TempDir::new().unwrap();
        let ns = b"ns";
        let encoded_key = encode_key(ns, b"only-key");
        let entry = make_put_entry(&encoded_key, b"v", 1);
        let mut entries = vec![(encoded_key, entry)];
        entries.sort_by(|(a, _), (b, _)| a.cmp(b));

        let mut writer = SegmentWriter::new(dir.path().to_path_buf(), 0, 3600);
        let meta = writer.flush(&entries).unwrap();

        let dat_bytes = std::fs::read(dir.path().join("segment-00000000.dat")).unwrap();
        let reader = InMemorySegmentReader::from_bytes(
            0,
            meta.segment_hash.as_slice().try_into().unwrap(),
            meta,
            &dat_bytes,
        )
        .unwrap();

        let result = reader.get(&encode_key(ns, b"not-present")).unwrap();
        assert!(result.is_none());
    }

    #[test]
    fn test_in_memory_range_scan_sorted() {
        let dir = TempDir::new().unwrap();
        let ns = b"ns";

        let mut entries: Vec<(Vec<u8>, MemEntry)> = (0..10u64)
            .map(|i| {
                let enc = encode_key(ns, format!("key-{:04}", i).as_bytes());
                let e = make_put_entry(&enc, format!("val-{}", i).as_bytes(), i + 1);
                (enc, e)
            })
            .collect();
        entries.sort_by(|(a, _), (b, _)| a.cmp(b));

        let mut writer = SegmentWriter::new(dir.path().to_path_buf(), 0, 3600);
        let meta = writer.flush(&entries).unwrap();

        let dat_bytes = std::fs::read(dir.path().join("segment-00000000.dat")).unwrap();
        let reader = InMemorySegmentReader::from_bytes(
            0,
            meta.segment_hash.as_slice().try_into().unwrap(),
            meta,
            &dat_bytes,
        )
        .unwrap();

        let results = reader
            .range_scan(&encode_key(ns, b"key-0002"), &encode_key(ns, b"key-0007"))
            .unwrap();
        assert_eq!(results.len(), 5, "range should return 5 entries");
        let raw_keys: Vec<&[u8]> = results.iter().map(|(k, _)| k.as_slice()).collect();
        let mut sorted = raw_keys.clone();
        sorted.sort();
        assert_eq!(raw_keys, sorted, "range results must be sorted");
    }

    #[test]
    fn test_in_memory_large_segment_1000_keys() {
        let dir = TempDir::new().unwrap();
        let ns = b"ns";

        let mut entries: Vec<(Vec<u8>, MemEntry)> = (0..1000u64)
            .map(|i| {
                let enc = encode_key(ns, &i.to_be_bytes());
                let e = make_put_entry(&enc, b"value", i + 1);
                (enc, e)
            })
            .collect();
        entries.sort_by(|(a, _), (b, _)| a.cmp(b));

        let mut writer = SegmentWriter::new(dir.path().to_path_buf(), 0, 3600);
        let meta = writer.flush(&entries).unwrap();

        let dat_bytes = std::fs::read(dir.path().join("segment-00000000.dat")).unwrap();
        let reader = InMemorySegmentReader::from_bytes(
            0,
            meta.segment_hash.as_slice().try_into().unwrap(),
            meta,
            &dat_bytes,
        )
        .unwrap();

        // Spot-check lookups.
        for i in [0u64, 500, 999] {
            let result = reader.get(&encode_key(ns, &i.to_be_bytes())).unwrap();
            assert!(result.is_some(), "key {} must be found", i);
        }

        // Range scan over all keys.
        let results = reader
            .range_scan(
                &encode_key(ns, &0u64.to_be_bytes()),
                &encode_key(ns, &1000u64.to_be_bytes()),
            )
            .unwrap();
        assert_eq!(results.len(), 1000, "range must include all 1000 keys");
    }
}