zkr 0.4.0

Evidence-backed temporal memory for personal 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
use super::*;

const STATE_QUERIES: [&str; 9] = [
    "SELECT id, person_id, ingestion_key, revision, kind, content, captured_at, recorded_at, deleted_at, origin_evidence_id, origin_claim_id FROM sources WHERE tenant_id = 'a' ORDER BY id",
    "SELECT id, person_id, source_id, source_revision, quote, recorded_at, deleted_at FROM evidence WHERE tenant_id = 'a' ORDER BY id",
    "SELECT person_id, evidence_id, device_id, provider, stream_id, segment_id, start_ms, end_ms FROM evidence_locators WHERE tenant_id = 'a' ORDER BY evidence_id",
    "SELECT id, person_id, subject, predicate, value, kind, valid_from, valid_until, recorded_from, recorded_until, status, tier, processing_state FROM claims WHERE tenant_id = 'a' ORDER BY id",
    "SELECT person_id, claim_id, evidence_id, relation, confidence_basis_points FROM claim_evidence WHERE tenant_id = 'a' ORDER BY claim_id, evidence_id",
    "SELECT person_id, superseded_claim_id, claim_id, source_id, evidence_id, valid_at, recorded_at FROM corrections WHERE tenant_id = 'a' ORDER BY superseded_claim_id, claim_id",
    "SELECT id, person_id, key, value, stability, claim_id, recorded_at FROM profile_entries WHERE tenant_id = 'a' ORDER BY id",
    "SELECT id, person_id, day, summary, evidence_ids, recorded_at FROM daily_reviews WHERE tenant_id = 'a' ORDER BY id",
    "SELECT source_id, content FROM source_fts WHERE tenant_id = 'a' ORDER BY source_id",
];

fn empty() -> MemoryDb {
    let mut db = MemoryDb {
        connection: Connection::open_in_memory().unwrap(),
    };
    db.migrate().unwrap();
    db
}

fn locator() -> TranscriptLocator {
    TranscriptLocator {
        device_id: "device".into(),
        provider: "provider".into(),
        stream_id: "stream".into(),
        segment_id: "segment".into(),
        start_ms: 10,
        end_ms: 20,
    }
}

fn scope() -> (TenantId, PersonId) {
    (TenantId("a".into()), PersonId("sam".into()))
}

fn table_rows(db: &MemoryDb, query: &str) -> Vec<String> {
    let mut statement = db.connection.prepare(query).unwrap();
    let columns = statement.column_count();
    statement
        .query_map([], |row| {
            let mut cells = Vec::with_capacity(columns);
            for index in 0..columns {
                cells.push(format!("{:?}", row.get_ref(index)?));
            }
            Ok(cells.join("|"))
        })
        .unwrap()
        .collect::<std::result::Result<Vec<_>, _>>()
        .unwrap()
}

fn state(db: &MemoryDb) -> Vec<Vec<String>> {
    STATE_QUERIES
        .iter()
        .map(|query| table_rows(db, query))
        .collect()
}

fn export_all(db: &mut MemoryDb, tenant: &str) -> Vec<ExportCommit> {
    let mut commits: Vec<ExportCommit> = Vec::new();
    let mut after_commit = 0;
    let mut after_event_index = -1;
    let mut high_water_mark = None;
    loop {
        let page = db
            .export(ExportInput {
                export_format: EXPORT_FORMAT_VERSION,
                tenant_id: TenantId(tenant.into()),
                person_id: PersonId("sam".into()),
                after_commit,
                after_event_index,
                high_water_mark,
                limit: 100,
            })
            .unwrap();
        high_water_mark = Some(page.high_water_mark);
        after_commit = page.next_after_commit;
        after_event_index = page.next_after_event_index;
        let complete = page.complete;
        for commit in page.commits {
            match commits.last_mut() {
                Some(last) if last.sequence == commit.sequence => {
                    last.records.extend(commit.records);
                }
                _ => commits.push(commit),
            }
        }
        if complete {
            break;
        }
    }
    commits
}

fn apply_input(commits: Vec<ExportCommit>) -> ApplyInput {
    let (tenant_id, person_id) = scope();
    ApplyInput {
        export_format: EXPORT_FORMAT_VERSION,
        database_schema_version: Some(DATABASE_SCHEMA_VERSION),
        tenant_id,
        person_id,
        commits,
    }
}

fn populated() -> MemoryDb {
    let (tenant_id, person_id) = scope();
    let mut db = empty();
    let employer = db
        .remember_with_locator(remember("a", "sam", "Acme"), Some(locator()))
        .unwrap();
    let mut city = remember_raw("a", "sam", "Sam lives in Berlin");
    city.claim = Some(ClaimInput {
        subject: "Sam".into(),
        predicate: "city".into(),
        value: "Berlin".into(),
        kind: ClaimKind::ProfileFact,
        valid_from: 10,
        tier: MemoryTier::LongTerm,
        processing_state: MemoryProcessingState::Processed,
    });
    let city = db.remember(city).unwrap();
    db.store_profile(ProfileInput {
        tenant_id: tenant_id.clone(),
        person_id: person_id.clone(),
        stability: ProfileStability::Current,
        claim_id: city.claim_id.clone().unwrap(),
        recorded_at: 12,
    })
    .unwrap();
    db.store_review(ReviewInput {
        tenant_id: tenant_id.clone(),
        person_id: person_id.clone(),
        day: "2026-07-21".into(),
        summary: "Sam works at Acme".into(),
        evidence_ids: vec![employer.evidence_id.clone()],
        recorded_at: 13,
    })
    .unwrap();
    let mut language = remember_raw("a", "sam", "Sam speaks Portuguese");
    language.claim = Some(ClaimInput {
        subject: "Sam".into(),
        predicate: "language".into(),
        value: "Portuguese".into(),
        kind: ClaimKind::ProfileFact,
        valid_from: 10,
        tier: MemoryTier::LongTerm,
        processing_state: MemoryProcessingState::Processed,
    });
    let language = db.remember(language).unwrap();
    db.store_profile(ProfileInput {
        tenant_id: tenant_id.clone(),
        person_id: person_id.clone(),
        stability: ProfileStability::Stable,
        claim_id: language.claim_id.clone().unwrap(),
        recorded_at: 12,
    })
    .unwrap();
    let mut running = remember_raw("a", "sam", "Sam started running");
    running.claim = Some(ClaimInput {
        subject: "Sam".into(),
        predicate: "habit".into(),
        value: "running".into(),
        kind: ClaimKind::Fact,
        valid_from: 10,
        tier: MemoryTier::ShortTerm,
        processing_state: MemoryProcessingState::Processed,
    });
    let running = db.remember(running).unwrap();
    db.promote(PromoteInput {
        tenant_id: tenant_id.clone(),
        person_id: person_id.clone(),
        claim_id: running.claim_id.clone().unwrap(),
        recorded_at: 14,
    })
    .unwrap();
    db.link_claim_evidence(ClaimEvidence {
        tenant_id: tenant_id.clone(),
        person_id: person_id.clone(),
        claim_id: employer.claim_id.clone().unwrap(),
        evidence_id: city.evidence_id.clone(),
        relation: EvidenceRelation::Contradicts,
        confidence_basis_points: 5_000,
    })
    .unwrap();
    db.correct(CorrectInput {
        tenant_id: tenant_id.clone(),
        person_id: person_id.clone(),
        claim_id: employer.claim_id.clone().unwrap(),
        text: "Sam works at Globex".into(),
        value: "Globex".into(),
        valid_at: 20,
        recorded_at: 20,
    })
    .unwrap();
    db.delete_source(DeleteInput {
        tenant_id: tenant_id.clone(),
        person_id: person_id.clone(),
        source_id: city.source_id.clone(),
        deleted_at: 30,
    })
    .unwrap();
    db.remember(remember("b", "sam", "Other")).unwrap();
    db
}

#[test]
fn apply_round_trips_an_exported_replica() {
    let mut origin = populated();
    let commits = export_all(&mut origin, "a");
    let mut replica = empty();
    let applied = replica.apply(apply_input(commits.clone())).unwrap();

    assert_eq!(applied.commits_applied, commits.len() as u64);
    assert_eq!(applied.commits_skipped, 0);
    assert_eq!(applied.records_skipped, 0);
    assert_eq!(
        applied.records_applied,
        commits
            .iter()
            .map(|commit| commit.records.len() as u64)
            .sum::<u64>()
    );
    assert_eq!(state(&replica), state(&origin));
    assert_eq!(export_all(&mut replica, "a"), commits);
    assert!(state(&replica).iter().all(|table| !table.is_empty()));

    let (tenant_id, person_id) = scope();
    let located = replica
        .connection
        .query_row(
            "SELECT evidence_id FROM evidence_locators WHERE tenant_id = 'a'",
            [],
            |row| row.get::<_, String>(0),
        )
        .unwrap();
    assert_eq!(
        replica
            .evidence_locator(EvidenceLocatorInput {
                tenant_id: tenant_id.clone(),
                person_id: person_id.clone(),
                evidence_id: EvidenceId(located),
            })
            .unwrap(),
        Some(locator())
    );
    assert!(
        table_rows(
            &replica,
            "SELECT id FROM sources WHERE tenant_id <> 'a' OR person_id <> 'sam'",
        )
        .is_empty()
    );
}

#[test]
fn apply_is_idempotent_across_replays() {
    let mut origin = populated();
    let commits = export_all(&mut origin, "a");
    let mut replica = empty();
    replica.apply(apply_input(commits.clone())).unwrap();
    let first = state(&replica);
    let feed = export_all(&mut replica, "a");

    let replayed = replica.apply(apply_input(commits.clone())).unwrap();
    assert_eq!(replayed.records_applied, 0);
    assert_eq!(replayed.commits_applied, 0);
    assert_eq!(replayed.commits_skipped, commits.len() as u64);
    assert_eq!(state(&replica), first);
    assert_eq!(export_all(&mut replica, "a"), feed);

    let mut halves = commits.clone();
    let tail = halves.split_off(commits.len() / 2);
    let mut incremental = empty();
    incremental.apply(apply_input(halves.clone())).unwrap();
    incremental.apply(apply_input(commits.clone())).unwrap();
    incremental.apply(apply_input(tail)).unwrap();
    assert_eq!(state(&incremental), first);
}

#[test]
fn apply_is_order_independent_inside_a_commit() {
    let mut origin = populated();
    let commits = export_all(&mut origin, "a");
    let reversed = commits
        .iter()
        .map(|commit| {
            let mut commit = commit.clone();
            commit.records.reverse();
            commit
        })
        .collect();
    let mut replica = empty();
    replica.apply(apply_input(reversed)).unwrap();
    assert_eq!(state(&replica), state(&origin));
}

#[test]
fn apply_preserves_evidence_locators_exactly() {
    let mut origin = empty();
    origin
        .remember_with_locator(remember("a", "sam", "Acme"), Some(locator()))
        .unwrap();
    let commits = export_all(&mut origin, "a");
    let mut replica = empty();
    replica.apply(apply_input(commits.clone())).unwrap();
    assert_eq!(
        table_rows(&replica, STATE_QUERIES[2]),
        table_rows(&origin, STATE_QUERIES[2])
    );

    let mut rewritten = commits;
    for commit in &mut rewritten {
        for record in &mut commit.records {
            if let ExportRecord::Evidence(record) = record {
                record.locator = Some(TranscriptLocator {
                    start_ms: 11,
                    ..locator()
                });
            }
        }
    }
    let error = replica.apply(apply_input(rewritten)).unwrap_err();
    assert!(matches!(error, Error::Invalid(message) if message.contains("transcript locator")));
    assert_eq!(
        table_rows(&replica, STATE_QUERIES[2]),
        table_rows(&origin, STATE_QUERIES[2])
    );
}

#[test]
fn apply_rejects_dangling_references_without_partial_writes() {
    let mut origin = populated();
    let commits = export_all(&mut origin, "a");
    let dangling = commits
        .iter()
        .filter(|commit| {
            commit
                .records
                .iter()
                .all(|record| matches!(record, ExportRecord::ClaimEvidence(_)))
        })
        .cloned()
        .collect::<Vec<_>>();
    assert!(!dangling.is_empty());
    let mut replica = empty();
    let error = replica.apply(apply_input(dangling)).unwrap_err();
    assert!(matches!(error, Error::Invalid(message) if message.contains("unknown")));
    assert!(state(&replica).iter().all(|table| table.is_empty()));
    assert_eq!(export_all(&mut replica, "a").len(), 0);
}

#[test]
fn apply_rejects_partial_commits_and_foreign_scope() {
    let mut origin = populated();
    let commits = export_all(&mut origin, "a");
    let mut replica = empty();

    let mut partial = commits.clone();
    partial[0].first_event_index = 1;
    assert!(
        matches!(replica.apply(apply_input(partial)).unwrap_err(), Error::Invalid(message) if message.contains("partial"))
    );

    let mut miscounted = commits.clone();
    miscounted[0].event_count += 1;
    assert!(
        matches!(replica.apply(apply_input(miscounted)).unwrap_err(), Error::Invalid(message) if message.contains("declares"))
    );

    let mut unordered = commits.clone();
    unordered.reverse();
    assert!(
        matches!(replica.apply(apply_input(unordered)).unwrap_err(), Error::Invalid(message) if message.contains("ascending"))
    );

    let mut foreign = apply_input(commits.clone());
    foreign.tenant_id = TenantId("b".into());
    assert!(
        matches!(replica.apply(foreign).unwrap_err(), Error::Invalid(message) if message.contains("scope"))
    );

    let mut stale = apply_input(commits.clone());
    stale.export_format = EXPORT_FORMAT_VERSION + 1;
    assert!(
        matches!(replica.apply(stale).unwrap_err(), Error::Invalid(message) if message.contains("export_format"))
    );

    let mut newer = apply_input(commits);
    newer.database_schema_version = Some(DATABASE_SCHEMA_VERSION + 1);
    assert!(
        matches!(replica.apply(newer).unwrap_err(), Error::Invalid(message) if message.contains("schema"))
    );

    assert!(state(&replica).iter().all(|table| table.is_empty()));
}

#[test]
fn apply_rejects_contradictory_authored_content() {
    let mut origin = populated();
    let commits = export_all(&mut origin, "a");
    let mut replica = empty();
    replica.apply(apply_input(commits.clone())).unwrap();

    let mut rewritten = commits;
    for commit in &mut rewritten {
        for record in &mut commit.records {
            if let ExportRecord::Source(record) = record {
                record.source.content.push_str(" (edited)");
            }
        }
    }
    let error = replica.apply(apply_input(rewritten)).unwrap_err();
    assert!(matches!(error, Error::Invalid(message) if message.contains("conflicts")));
    assert_eq!(state(&replica), state(&origin));
}

#[test]
fn applied_records_stay_searchable_and_repairable() {
    let mut origin = populated();
    let commits = export_all(&mut origin, "a");
    let mut replica = empty();
    replica.apply(apply_input(commits)).unwrap();
    let (tenant_id, person_id) = scope();

    let pack = replica
        .search(SearchInput {
            tenant_id: tenant_id.clone(),
            person_id: person_id.clone(),
            query: "Globex".into(),
            limit: 5,
            query_embedding: None,
            as_of: None,
            enabled_features: Vec::new(),
        })
        .unwrap();
    assert!(!pack.items.is_empty());
    assert!(pack.items.iter().all(|item| !item.evidence_ids.is_empty()));

    let issues = replica
        .projection_issues(ProjectionAuditInput {
            tenant_id,
            person_id,
            model: "model".into(),
            version: "1".into(),
            limit: 100,
        })
        .unwrap();
    assert!(
        issues
            .iter()
            .all(|issue| issue.state == ProjectionState::Missing)
    );
    assert!(!issues.is_empty());
}