remem-ai 0.6.81

Local-first coding agent memory for Claude Code and OpenAI Codex
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
use anyhow::{bail, Context, Result};
use rusqlite::{params, Connection, OptionalExtension, Transaction, TransactionBehavior};

const EXPIRED_RELEASE_BATCH_LIMIT: i64 = 100;
const COALESCED_ERROR_LIMIT: usize = 2000;

#[derive(Clone, Copy, Debug, Eq, PartialEq)]
pub enum JobIdentityKind {
    Ordinary,
    Dream,
    CompileRules,
    Cleanup,
}

impl JobIdentityKind {
    pub fn as_str(self) -> &'static str {
        match self {
            Self::Ordinary => "ordinary",
            Self::Dream => "dream",
            Self::CompileRules => "compile_rules",
            Self::Cleanup => "cleanup",
        }
    }
}

#[derive(Clone, Debug, Eq, PartialEq)]
pub enum JobTransitionOutcome {
    Transitioned,
    Coalesced {
        source_id: i64,
        canonical_id: i64,
        identity_kind: JobIdentityKind,
    },
}

#[derive(Clone, Debug, Eq, PartialEq)]
pub enum ExpiredJobLeaseOutcome {
    Requeued {
        source_id: i64,
        identity_kind: JobIdentityKind,
    },
    Coalesced {
        source_id: i64,
        canonical_id: i64,
        identity_kind: JobIdentityKind,
    },
}

#[derive(Clone, Debug, Default, Eq, PartialEq)]
pub struct ExpiredJobLeaseBatch {
    pub outcomes: Vec<ExpiredJobLeaseOutcome>,
    pub requeued: usize,
    pub coalesced: usize,
}

#[derive(Debug)]
struct LeaseSnapshot {
    state: String,
    owner: Option<String>,
    expires_epoch: Option<i64>,
}

#[derive(Debug)]
struct RetrySnapshot {
    lease: LeaseSnapshot,
    job_type: String,
    project: String,
    priority: i64,
    attempt_count: i64,
    max_attempts: i64,
}

#[derive(Debug)]
struct ExpiredSnapshot {
    state: String,
    job_type: String,
    project: String,
    priority: i64,
    lease_expires_epoch: Option<i64>,
    last_error: Option<String>,
}

pub fn mark_job_done(conn: &Connection, job_id: i64, lease_owner: &str) -> Result<()> {
    let now = chrono::Utc::now().timestamp();
    let tx = immediate_transaction(conn, "mark job done")?;
    let updated = tx.execute(
        "UPDATE jobs
         SET state = 'done',
             lease_owner = NULL,
             lease_expires_epoch = NULL,
             failure_class = NULL,
             failed_at_epoch = NULL,
             archived_at_epoch = NULL,
             updated_at_epoch = ?1
         WHERE id = ?2
           AND state = 'processing'
           AND lease_owner = ?3
           AND lease_expires_epoch IS NOT NULL
           AND lease_expires_epoch >= ?1",
        params![now, job_id, lease_owner],
    )?;
    ensure_lease_transition(&tx, updated, job_id, lease_owner)?;
    tx.commit().context("commit mark job done transaction")?;
    Ok(())
}

pub fn mark_job_failed(
    conn: &Connection,
    job_id: i64,
    lease_owner: &str,
    error_msg: &str,
    retry_delay_secs: i64,
) -> Result<JobTransitionOutcome> {
    transition_failed_or_retry(
        conn,
        job_id,
        lease_owner,
        error_msg,
        retry_delay_secs,
        true,
        false,
    )
}

pub fn mark_job_exhausted(conn: &Connection, job_id: i64, lease_owner: &str) -> Result<()> {
    let now = chrono::Utc::now().timestamp();
    let tx = immediate_transaction(conn, "mark job exhausted")?;
    let updated = tx.execute(
        "UPDATE jobs
         SET state = 'failed',
             lease_owner = NULL,
             lease_expires_epoch = NULL,
             failure_class = COALESCE(failure_class, 'transient'),
             failed_at_epoch = COALESCE(failed_at_epoch, ?1),
             archived_at_epoch = NULL,
             updated_at_epoch = ?1
         WHERE id = ?2
           AND state = 'processing'
           AND lease_owner = ?3
           AND lease_expires_epoch IS NOT NULL
           AND lease_expires_epoch >= ?1",
        params![now, job_id, lease_owner],
    )?;
    ensure_lease_transition(&tx, updated, job_id, lease_owner)?;
    tx.commit()
        .context("commit mark job exhausted transaction")?;
    Ok(())
}

pub fn release_expired_job_leases(conn: &Connection) -> Result<ExpiredJobLeaseBatch> {
    let now = chrono::Utc::now().timestamp();
    let candidates = {
        let mut statement = conn.prepare(
            "SELECT id FROM jobs
             WHERE state = 'processing'
               AND lease_expires_epoch IS NOT NULL
               AND lease_expires_epoch < ?1
             ORDER BY lease_expires_epoch ASC, id ASC
             LIMIT ?2",
        )?;
        let rows = statement
            .query_map(params![now, EXPIRED_RELEASE_BATCH_LIMIT], |row| row.get(0))?
            .collect::<rusqlite::Result<Vec<i64>>>()?;
        rows
    };

    let mut batch = ExpiredJobLeaseBatch::default();
    for source_id in candidates {
        let Some(outcome) = release_expired_job_lease(conn, source_id, now)
            .with_context(|| format!("release expired job lease source_id={source_id}"))?
        else {
            continue;
        };
        match outcome {
            ExpiredJobLeaseOutcome::Requeued { .. } => batch.requeued += 1,
            ExpiredJobLeaseOutcome::Coalesced { .. } => batch.coalesced += 1,
        }
        batch.outcomes.push(outcome);
    }
    Ok(batch)
}

pub fn requeue_stuck_jobs(conn: &Connection) -> Result<usize> {
    release_expired_job_leases(conn).map(|batch| batch.outcomes.len())
}

pub fn mark_job_failed_or_retry(
    conn: &Connection,
    job_id: i64,
    lease_owner: &str,
    err: &str,
    backoff_secs: i64,
) -> Result<JobTransitionOutcome> {
    transition_failed_or_retry(conn, job_id, lease_owner, err, backoff_secs, false, true)
}

fn transition_failed_or_retry(
    conn: &Connection,
    job_id: i64,
    lease_owner: &str,
    err: &str,
    backoff_secs: i64,
    force_retry: bool,
    clamp_backoff: bool,
) -> Result<JobTransitionOutcome> {
    let now = chrono::Utc::now().timestamp();
    let tx = immediate_transaction(conn, "transition failed job")?;
    let snapshot = load_retry_snapshot(&tx, job_id, lease_owner)?;
    validate_current_lease(job_id, lease_owner, now, &snapshot.lease)?;

    let next_attempt = snapshot.attempt_count + 1;
    let failure_class = crate::db::classify_failure(err);
    if !force_retry
        && (failure_class == crate::db::FailureClass::Permanent
            || next_attempt >= snapshot.max_attempts)
    {
        let updated = tx.execute(
            "UPDATE jobs
             SET state = 'failed', attempt_count = ?1, next_retry_epoch = 0,
                 last_error = ?2, failure_class = ?3,
                 failed_at_epoch = COALESCE(failed_at_epoch, ?4),
                 archived_at_epoch = NULL, lease_owner = NULL,
                 lease_expires_epoch = NULL, updated_at_epoch = ?4
             WHERE id = ?5 AND state = 'processing' AND lease_owner = ?6
               AND lease_expires_epoch IS NOT NULL
               AND lease_expires_epoch >= ?4",
            params![
                next_attempt,
                crate::db::truncate_str(err, COALESCED_ERROR_LIMIT),
                failure_class.as_str(),
                now,
                job_id,
                lease_owner
            ],
        )?;
        ensure_lease_transition(&tx, updated, job_id, lease_owner)?;
        tx.commit().context("commit terminal job failure")?;
        return Ok(JobTransitionOutcome::Transitioned);
    }

    let next_retry_epoch = now
        + if clamp_backoff {
            backoff_secs.max(1)
        } else {
            backoff_secs
        };
    if snapshot.job_type == JobIdentityKind::CompileRules.as_str() {
        if let Some(canonical_id) = pending_compile_rules_successor(&tx, &snapshot.project, job_id)?
        {
            coalesce_compile_rules_retry(
                &tx,
                &snapshot,
                job_id,
                lease_owner,
                canonical_id,
                next_attempt,
                next_retry_epoch,
                err,
                now,
            )?;
            tx.commit().context("commit coalesced CompileRules retry")?;
            return Ok(JobTransitionOutcome::Coalesced {
                source_id: job_id,
                canonical_id,
                identity_kind: JobIdentityKind::CompileRules,
            });
        }
    }

    let updated = tx.execute(
        "UPDATE jobs
         SET state = 'pending', attempt_count = ?1, next_retry_epoch = ?2,
             last_error = ?3, failure_class = NULL, failed_at_epoch = NULL,
             archived_at_epoch = NULL, lease_owner = NULL,
             lease_expires_epoch = NULL, updated_at_epoch = ?4
         WHERE id = ?5 AND state = 'processing' AND lease_owner = ?6
           AND lease_expires_epoch IS NOT NULL
           AND lease_expires_epoch >= ?4",
        params![
            next_attempt,
            next_retry_epoch,
            crate::db::truncate_str(err, COALESCED_ERROR_LIMIT),
            now,
            job_id,
            lease_owner
        ],
    )?;
    ensure_lease_transition(&tx, updated, job_id, lease_owner)?;
    tx.commit().context("commit job retry")?;
    Ok(JobTransitionOutcome::Transitioned)
}

fn immediate_transaction<'a>(conn: &'a Connection, action: &str) -> Result<Transaction<'a>> {
    Transaction::new_unchecked(conn, TransactionBehavior::Immediate)
        .with_context(|| format!("begin {action} transaction"))
}

fn load_lease_snapshot(tx: &Transaction<'_>, job_id: i64) -> Result<Option<LeaseSnapshot>> {
    tx.query_row(
        "SELECT state, lease_owner, lease_expires_epoch FROM jobs WHERE id = ?1",
        params![job_id],
        |row| {
            Ok(LeaseSnapshot {
                state: row.get(0)?,
                owner: row.get(1)?,
                expires_epoch: row.get(2)?,
            })
        },
    )
    .optional()
    .context("read current job lease snapshot")
}

fn load_retry_snapshot(
    tx: &Transaction<'_>,
    job_id: i64,
    expected_owner: &str,
) -> Result<RetrySnapshot> {
    let snapshot = tx
        .query_row(
            "SELECT state, lease_owner, lease_expires_epoch, job_type, project,
                    priority, attempt_count, max_attempts
             FROM jobs WHERE id = ?1",
            params![job_id],
            |row| {
                Ok(RetrySnapshot {
                    lease: LeaseSnapshot {
                        state: row.get(0)?,
                        owner: row.get(1)?,
                        expires_epoch: row.get(2)?,
                    },
                    job_type: row.get(3)?,
                    project: row.get(4)?,
                    priority: row.get(5)?,
                    attempt_count: row.get(6)?,
                    max_attempts: row.get(7)?,
                })
            },
        )
        .optional()
        .context("read retry job lease snapshot")?;
    snapshot.ok_or_else(|| transition_error(job_id, expected_owner, None))
}

fn ensure_lease_transition(
    tx: &Transaction<'_>,
    updated: usize,
    job_id: i64,
    expected_owner: &str,
) -> Result<()> {
    match updated {
        1 => Ok(()),
        0 => {
            let current = load_lease_snapshot(tx, job_id)?;
            Err(transition_error(job_id, expected_owner, current.as_ref()))
        }
        count => bail!(
            "job lease transition invariant violated: job_id={job_id} expected_owner={expected_owner} affected_rows={count}"
        ),
    }
}

fn validate_current_lease(
    job_id: i64,
    expected_owner: &str,
    now: i64,
    snapshot: &LeaseSnapshot,
) -> Result<()> {
    if snapshot.state == "processing"
        && snapshot.owner.as_deref() == Some(expected_owner)
        && snapshot.expires_epoch.is_some_and(|expiry| expiry >= now)
    {
        return Ok(());
    }
    Err(transition_error(job_id, expected_owner, Some(snapshot)))
}

fn transition_error(
    job_id: i64,
    expected_owner: &str,
    snapshot: Option<&LeaseSnapshot>,
) -> anyhow::Error {
    let Some(snapshot) = snapshot else {
        return anyhow::anyhow!(
            "job lease transition rejected: job_id={job_id} expected_owner={expected_owner} current=missing"
        );
    };
    let owner = snapshot.owner.as_deref().unwrap_or("<null>");
    let expiry = snapshot
        .expires_epoch
        .map(|value| value.to_string())
        .unwrap_or_else(|| "<null>".to_string());
    anyhow::anyhow!(
        "job lease transition rejected: job_id={job_id} expected_owner={expected_owner} current_state={} current_owner={owner} lease_expires_epoch={expiry}",
        snapshot.state
    )
}

fn pending_compile_rules_successor(
    tx: &Transaction<'_>,
    project: &str,
    source_id: i64,
) -> Result<Option<i64>> {
    tx.query_row(
        "SELECT id FROM jobs
         WHERE job_type = 'compile_rules' AND project = ?1
           AND state = 'pending' AND id <> ?2
         ORDER BY id ASC LIMIT 1",
        params![project, source_id],
        |row| row.get(0),
    )
    .optional()
    .context("read pending CompileRules successor")
}

#[allow(clippy::too_many_arguments)]
fn coalesce_compile_rules_retry(
    tx: &Transaction<'_>,
    snapshot: &RetrySnapshot,
    source_id: i64,
    lease_owner: &str,
    canonical_id: i64,
    next_attempt: i64,
    next_retry_epoch: i64,
    error: &str,
    now: i64,
) -> Result<()> {
    let successor_updated = tx.execute(
        "UPDATE jobs
         SET next_retry_epoch = max(next_retry_epoch, ?1),
             priority = min(priority, ?2), updated_at_epoch = ?3
         WHERE id = ?4 AND job_type = 'compile_rules'
           AND project = ?5 AND state = 'pending'",
        params![
            next_retry_epoch,
            snapshot.priority,
            now,
            canonical_id,
            snapshot.project
        ],
    )?;
    if successor_updated != 1 {
        bail!(
            "CompileRules retry canonical changed: source_id={source_id} canonical_id={canonical_id} affected_rows={successor_updated}"
        );
    }

    let last_error = bounded_coalesced_error(error, canonical_id);
    let source_updated = tx.execute(
        "UPDATE jobs
         SET state = 'failed', attempt_count = ?1, next_retry_epoch = 0,
             last_error = ?2, failure_class = 'permanent',
             failed_at_epoch = COALESCE(failed_at_epoch, ?3),
             archived_at_epoch = NULL, lease_owner = NULL,
             lease_expires_epoch = NULL, updated_at_epoch = ?3
         WHERE id = ?4 AND state = 'processing' AND lease_owner = ?5
           AND lease_expires_epoch IS NOT NULL
           AND lease_expires_epoch >= ?3",
        params![next_attempt, last_error, now, source_id, lease_owner],
    )?;
    ensure_lease_transition(tx, source_updated, source_id, lease_owner)
}

fn bounded_coalesced_error(error: &str, canonical_id: i64) -> String {
    let marker = format!("[compile_rules_retry_coalesced_to_successor id={canonical_id}]");
    let primary = if error.is_empty() {
        "expired lease"
    } else {
        error
    };
    let available = COALESCED_ERROR_LIMIT.saturating_sub(marker.len() + 1);
    format!("{} {marker}", crate::db::truncate_str(primary, available))
}

fn identity_kind(job_type: &str) -> JobIdentityKind {
    match job_type {
        "dream" => JobIdentityKind::Dream,
        "compile_rules" => JobIdentityKind::CompileRules,
        "cleanup" => JobIdentityKind::Cleanup,
        _ => JobIdentityKind::Ordinary,
    }
}

fn release_expired_job_lease(
    conn: &Connection,
    source_id: i64,
    now: i64,
) -> Result<Option<ExpiredJobLeaseOutcome>> {
    let tx = immediate_transaction(conn, "release expired job lease")?;
    let source = tx
        .query_row(
            "SELECT state, job_type, project, priority, lease_expires_epoch,
                    last_error
             FROM jobs WHERE id = ?1",
            params![source_id],
            |row| {
                Ok(ExpiredSnapshot {
                    state: row.get(0)?,
                    job_type: row.get(1)?,
                    project: row.get(2)?,
                    priority: row.get(3)?,
                    lease_expires_epoch: row.get(4)?,
                    last_error: row.get(5)?,
                })
            },
        )
        .optional()
        .context("read expired job candidate")?;
    let Some(source) = source else {
        tx.commit().context("commit missing expired job skip")?;
        return Ok(None);
    };
    if source.state != "processing"
        || source
            .lease_expires_epoch
            .is_none_or(|expiry| expiry >= now)
    {
        tx.commit().context("commit ineligible expired job skip")?;
        return Ok(None);
    }

    let kind = identity_kind(&source.job_type);
    if kind == JobIdentityKind::CompileRules {
        if let Some(canonical_id) =
            pending_compile_rules_successor(&tx, &source.project, source_id)?
        {
            let successor_updated = tx.execute(
                "UPDATE jobs
                 SET next_retry_epoch = max(next_retry_epoch, ?1),
                     priority = min(priority, ?2), updated_at_epoch = ?1
                 WHERE id = ?3 AND job_type = 'compile_rules'
                   AND project = ?4 AND state = 'pending'",
                params![now, source.priority, canonical_id, source.project],
            )?;
            if successor_updated != 1 {
                bail!(
                    "expired CompileRules canonical changed: source_id={source_id} canonical_id={canonical_id} affected_rows={successor_updated}"
                );
            }
            let evidence = source.last_error.as_deref().unwrap_or("expired lease");
            let last_error = bounded_coalesced_error(evidence, canonical_id);
            let source_updated = tx.execute(
                "UPDATE jobs
                 SET state = 'failed', next_retry_epoch = 0, last_error = ?1,
                     failure_class = 'permanent',
                     failed_at_epoch = COALESCE(failed_at_epoch, ?2),
                     archived_at_epoch = NULL, lease_owner = NULL,
                     lease_expires_epoch = NULL, updated_at_epoch = ?2
                 WHERE id = ?3 AND state = 'processing'
                   AND lease_expires_epoch IS NOT NULL
                   AND lease_expires_epoch < ?2",
                params![last_error, now, source_id],
            )?;
            if source_updated != 1 {
                bail!(
                    "expired CompileRules source changed: source_id={source_id} affected_rows={source_updated}"
                );
            }
            tx.commit()
                .context("commit coalesced expired CompileRules")?;
            return Ok(Some(ExpiredJobLeaseOutcome::Coalesced {
                source_id,
                canonical_id,
                identity_kind: kind,
            }));
        }
    }

    let updated = tx.execute(
        "UPDATE jobs
         SET state = 'pending', lease_owner = NULL, lease_expires_epoch = NULL,
             updated_at_epoch = ?1
         WHERE id = ?2 AND state = 'processing'
           AND lease_expires_epoch IS NOT NULL
           AND lease_expires_epoch < ?1",
        params![now, source_id],
    )?;
    if updated != 1 {
        bail!("expired job source changed: source_id={source_id} affected_rows={updated}");
    }
    tx.commit().context("commit expired job requeue")?;
    Ok(Some(ExpiredJobLeaseOutcome::Requeued {
        source_id,
        identity_kind: kind,
    }))
}