pulsehive-db 0.6.0

Embedded database for agentic AI systems — collective memory for multi-agent coordination
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
//! Real-time watch system for experience change notifications.
//!
//! The watch module provides an in-process pub-sub mechanism that lets
//! consumers subscribe to experience mutations (create, update, archive,
//! delete) within a collective. Events are delivered via bounded crossbeam
//! channels with a [`futures_core::Stream`] adapter for async consumption.
//!
//! # Architecture
//!
//! ```text
//! record_experience() ──┐
//! update_experience() ──┤
//! delete_experience() ──┼── WatchService::emit() ──► [crossbeam channel] ──► WatchStream
//! archive_experience()──┤                           (per subscriber)
//! reinforce_experience()┘
//! ```
//!
//! Filters are applied on the sender side before channel delivery, so
//! subscribers only receive events they care about.

pub mod lock;
pub mod poll;
pub mod types;

pub use lock::WatchLock;
pub use poll::ChangePoller;
pub use types::{WatchEvent, WatchEventType, WatchFilter, WatchStream};

use std::collections::HashMap;
use std::sync::atomic::{AtomicU64, Ordering};
use std::sync::{Arc, RwLock};

use atomic_waker::AtomicWaker;
use crossbeam_channel::{bounded, Sender, TrySendError};
use tracing::{info, warn};

use crate::error::PulseDBError;
use crate::experience::Experience;
use crate::types::CollectiveId;

/// A subscriber's channel sender and optional filter.
struct Subscriber {
    sender: Sender<WatchEvent>,
    waker: Arc<AtomicWaker>,
    filter: Option<WatchFilter>,
}

/// Internal service managing watch subscriptions and event dispatch.
///
/// Held as `Arc<WatchService>` in PulseDB so that [`WatchStream`] drop
/// handlers can call back to remove their subscriber.
pub(crate) struct WatchService {
    /// Subscribers grouped by collective.
    ///
    /// Read lock for emit (common path), write lock for subscribe/unsubscribe (rare).
    subscribers: RwLock<HashMap<CollectiveId, Vec<(u64, Subscriber)>>>,

    /// Monotonic counter for subscriber IDs.
    next_id: AtomicU64,

    /// Channel buffer capacity for new subscriptions.
    buffer_size: usize,

    /// Whether in-process event dispatch is enabled.
    in_process: bool,
}

impl WatchService {
    /// Creates a new watch service with the given channel buffer size.
    ///
    /// When `in_process` is `false`, event dispatch via `emit()` is skipped
    /// and `has_subscribers()` always returns `false`.
    pub(crate) fn new(buffer_size: usize, in_process: bool) -> Self {
        Self {
            subscribers: RwLock::new(HashMap::new()),
            next_id: AtomicU64::new(0),
            buffer_size,
            in_process,
        }
    }

    /// Registers a new subscriber for a collective.
    ///
    /// Returns a [`WatchStream`] that yields events matching the optional filter.
    /// The stream automatically unregisters on drop.
    pub(crate) fn subscribe(
        self: &Arc<Self>,
        collective_id: CollectiveId,
        filter: Option<WatchFilter>,
    ) -> crate::Result<WatchStream> {
        if !self.in_process {
            info!("in-process watch disabled, stream will not receive events");
        }

        let id = self.next_id.fetch_add(1, Ordering::Relaxed);
        let (sender, receiver) = bounded(self.buffer_size);
        let waker = Arc::new(AtomicWaker::new());

        let subscriber = Subscriber {
            sender,
            waker: Arc::clone(&waker),
            filter,
        };

        // Write lock: only held briefly during registration
        {
            let mut subs = self
                .subscribers
                .write()
                .map_err(|_| PulseDBError::watch("Watch subscribers lock poisoned"))?;
            subs.entry(collective_id)
                .or_default()
                .push((id, subscriber));
        }

        // Capture weak reference for cleanup to avoid preventing WatchService drop
        let service = Arc::downgrade(self);
        let cleanup_collective = collective_id;

        Ok(WatchStream {
            receiver,
            waker,
            cleanup: Some(Box::new(move || {
                if let Some(service) = service.upgrade() {
                    service.remove_subscriber(cleanup_collective, id);
                }
            })),
        })
    }

    /// Emits an event to all matching subscribers for the event's collective.
    ///
    /// Filters are applied on the sender side. Disconnected subscribers are
    /// cleaned up automatically. Full channels cause the event to be dropped
    /// for that subscriber (logged as a warning).
    ///
    /// The `experience` parameter is used for filter matching (domain, type,
    /// importance) without including it in the event payload.
    pub(crate) fn emit(&self, event: WatchEvent, experience: &Experience) -> crate::Result<()> {
        if !self.in_process {
            return Ok(());
        }

        let collective_id = event.collective_id;
        let mut disconnected = Vec::new();

        // Read lock: multiple concurrent emitters are fine
        {
            let subs = self
                .subscribers
                .read()
                .map_err(|_| PulseDBError::watch("Watch subscribers lock poisoned"))?;

            if let Some(subscribers) = subs.get(&collective_id) {
                for (id, sub) in subscribers {
                    // Apply filter before sending
                    if !matches_filter(&sub.filter, experience) {
                        continue;
                    }

                    match sub.sender.try_send(event.clone()) {
                        Ok(()) => {
                            // Wake the async poller so it picks up the event
                            sub.waker.wake();
                        }
                        Err(TrySendError::Full(_)) => {
                            warn!(
                                subscriber_id = id,
                                collective_id = %collective_id,
                                "Watch buffer full, dropping event"
                            );
                            // Still wake in case consumer is stuck
                            sub.waker.wake();
                        }
                        Err(TrySendError::Disconnected(_)) => {
                            disconnected.push(*id);
                        }
                    }
                }
            }
        }

        // Clean up disconnected subscribers (write lock, rare path)
        if !disconnected.is_empty() {
            let mut subs = self
                .subscribers
                .write()
                .map_err(|_| PulseDBError::watch("Watch subscribers lock poisoned"))?;
            if let Some(subscribers) = subs.get_mut(&collective_id) {
                subscribers.retain(|(id, _)| !disconnected.contains(id));
                if subscribers.is_empty() {
                    subs.remove(&collective_id);
                }
            }
        }

        Ok(())
    }

    /// Returns `true` if any subscribers are registered.
    ///
    /// Cheap check used by mutation methods to skip the `get_experience`
    /// read when nobody is watching.
    pub(crate) fn has_subscribers(&self) -> bool {
        if !self.in_process {
            return false;
        }
        self.subscribers
            .read()
            .map(|subs| !subs.is_empty())
            .unwrap_or(false)
    }

    /// Removes a specific subscriber. Called from [`WatchStream::drop`].
    ///
    /// Silently handles lock poisoning since this runs in a drop handler
    /// where returning errors is not possible.
    fn remove_subscriber(&self, collective_id: CollectiveId, subscriber_id: u64) {
        let mut subs = match self.subscribers.write() {
            Ok(guard) => guard,
            Err(_) => {
                warn!("Watch subscribers lock poisoned during cleanup");
                return;
            }
        };
        if let Some(subscribers) = subs.get_mut(&collective_id) {
            subscribers.retain(|(id, _)| *id != subscriber_id);
            if subscribers.is_empty() {
                subs.remove(&collective_id);
            }
        }
    }
}

/// Checks whether an experience matches a subscriber's filter.
///
/// Returns `true` if the filter is `None` (no filtering) or all specified
/// criteria match. Criteria are combined with AND logic.
fn matches_filter(filter: &Option<WatchFilter>, experience: &Experience) -> bool {
    let filter = match filter {
        Some(f) => f,
        None => return true,
    };

    // Domain filter: at least one domain must overlap
    if let Some(ref domains) = filter.domains {
        let exp_domains = &experience.domain;
        let has_match = domains.iter().any(|d| exp_domains.contains(d));
        if !has_match {
            return false;
        }
    }

    // Experience type filter: discriminant must match
    if let Some(ref types) = filter.experience_types {
        let exp_type = &experience.experience_type;
        let has_match = types
            .iter()
            .any(|t| std::mem::discriminant(t) == std::mem::discriminant(exp_type));
        if !has_match {
            return false;
        }
    }

    // Importance threshold
    if let Some(min_importance) = filter.min_importance {
        if experience.importance < min_importance {
            return false;
        }
    }

    true
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::experience::ExperienceType;
    use crate::types::{AgentId, ExperienceId, Timestamp};
    use std::sync::Arc;

    /// Helper: create a minimal experience for filter testing.
    fn test_experience(
        collective_id: CollectiveId,
        domains: Vec<String>,
        exp_type: ExperienceType,
        importance: f32,
    ) -> Experience {
        let timestamp = Timestamp::now();
        Experience {
            id: ExperienceId::new(),
            collective_id,
            content: "test".to_string(),
            embedding: vec![0.0; 384],
            experience_type: exp_type,
            importance,
            confidence: 1.0,
            applications: std::collections::BTreeMap::new(),
            domain: domains,
            related_files: vec![],
            source_agent: AgentId::new("test-agent"),
            source_task: None,
            timestamp,
            last_reinforced: timestamp,
            archived: false,
        }
    }

    /// Helper: create a watch event.
    fn test_event(collective_id: CollectiveId, event_type: WatchEventType) -> WatchEvent {
        WatchEvent {
            experience_id: ExperienceId::new(),
            collective_id,
            event_type,
            timestamp: Timestamp::now(),
            experience: None,
        }
    }

    #[test]
    fn subscribe_returns_stream() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let _stream = service.subscribe(collective, None).unwrap();
        assert!(service.has_subscribers());
    }

    #[test]
    fn emit_delivers_to_subscriber() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let stream = service.subscribe(collective, None).unwrap();

        let exp = test_experience(
            collective,
            vec!["test".to_string()],
            ExperienceType::Generic { category: None },
            0.5,
        );
        let event = test_event(collective, WatchEventType::Created);

        service.emit(event.clone(), &exp).unwrap();

        let received = stream.receiver.try_recv().unwrap();
        assert_eq!(received.event_type, WatchEventType::Created);
        assert_eq!(received.collective_id, collective);
    }

    #[test]
    fn emit_delivers_to_multiple_subscribers() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let stream1 = service.subscribe(collective, None).unwrap();
        let stream2 = service.subscribe(collective, None).unwrap();

        let exp = test_experience(
            collective,
            vec![],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();

        assert!(stream1.receiver.try_recv().is_ok());
        assert!(stream2.receiver.try_recv().is_ok());
    }

    #[test]
    fn emit_isolates_collectives() {
        let service = Arc::new(WatchService::new(100, true));
        let coll_a = CollectiveId::new();
        let coll_b = CollectiveId::new();
        let stream_a = service.subscribe(coll_a, None).unwrap();
        let _stream_b = service.subscribe(coll_b, None).unwrap();

        let exp = test_experience(
            coll_a,
            vec![],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(test_event(coll_a, WatchEventType::Created), &exp)
            .unwrap();

        // Stream A receives, Stream B does not
        assert!(stream_a.receiver.try_recv().is_ok());
        assert!(_stream_b.receiver.try_recv().is_err());
    }

    #[test]
    fn filter_by_domain() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let filter = WatchFilter {
            domains: Some(vec!["security".to_string()]),
            ..Default::default()
        };
        let stream = service.subscribe(collective, Some(filter)).unwrap();

        // Matching domain
        let exp_match = test_experience(
            collective,
            vec!["security".to_string(), "auth".to_string()],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp_match)
            .unwrap();
        assert!(stream.receiver.try_recv().is_ok());

        // Non-matching domain
        let exp_no_match = test_experience(
            collective,
            vec!["performance".to_string()],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(
                test_event(collective, WatchEventType::Created),
                &exp_no_match,
            )
            .unwrap();
        assert!(stream.receiver.try_recv().is_err());
    }

    #[test]
    fn filter_by_experience_type() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let filter = WatchFilter {
            experience_types: Some(vec![ExperienceType::Fact {
                statement: String::new(),
                source: String::new(),
            }]),
            ..Default::default()
        };
        let stream = service.subscribe(collective, Some(filter)).unwrap();

        // Matching type (Fact)
        let exp_fact = test_experience(
            collective,
            vec![],
            ExperienceType::Fact {
                statement: "test".to_string(),
                source: "test".to_string(),
            },
            0.5,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp_fact)
            .unwrap();
        assert!(stream.receiver.try_recv().is_ok());

        // Non-matching type (Generic)
        let exp_generic = test_experience(
            collective,
            vec![],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(
                test_event(collective, WatchEventType::Created),
                &exp_generic,
            )
            .unwrap();
        assert!(stream.receiver.try_recv().is_err());
    }

    #[test]
    fn filter_by_min_importance() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let filter = WatchFilter {
            min_importance: Some(0.7),
            ..Default::default()
        };
        let stream = service.subscribe(collective, Some(filter)).unwrap();

        // Above threshold
        let exp_high = test_experience(
            collective,
            vec![],
            ExperienceType::Generic { category: None },
            0.8,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp_high)
            .unwrap();
        assert!(stream.receiver.try_recv().is_ok());

        // Below threshold
        let exp_low = test_experience(
            collective,
            vec![],
            ExperienceType::Generic { category: None },
            0.3,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp_low)
            .unwrap();
        assert!(stream.receiver.try_recv().is_err());
    }

    #[test]
    fn subscriber_cleanup_on_drop() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();

        {
            let _stream = service.subscribe(collective, None).unwrap();
            assert!(service.has_subscribers());
        }
        // Stream dropped — subscriber should be removed
        assert!(!service.has_subscribers());
    }

    #[test]
    fn dead_subscriber_cleaned_on_emit() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();

        // Manually inject a subscriber whose receiver has been dropped,
        // simulating a dead subscriber that bypassed WatchStream::drop cleanup.
        let (sender, receiver) = crossbeam_channel::bounded::<WatchEvent>(10);
        let waker = Arc::new(AtomicWaker::new());
        {
            let mut subs = service.subscribers.write().unwrap();
            subs.entry(collective).or_default().push((
                99,
                Subscriber {
                    sender,
                    waker,
                    filter: None,
                },
            ));
        }
        assert!(service.has_subscribers());

        // Drop the receiver — now the channel is disconnected
        drop(receiver);

        // Emit should detect disconnected sender and clean up
        let exp = test_experience(
            collective,
            vec![],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();
        assert!(!service.has_subscribers());
    }

    #[test]
    fn buffer_full_does_not_block() {
        let service = Arc::new(WatchService::new(2, true)); // Tiny buffer
        let collective = CollectiveId::new();
        let stream = service.subscribe(collective, None).unwrap();

        let exp = test_experience(
            collective,
            vec![],
            ExperienceType::Generic { category: None },
            0.5,
        );

        // Fill the buffer
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();

        // Third emit should not block (buffer full, event dropped)
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();

        // Only 2 events received
        assert!(stream.receiver.try_recv().is_ok());
        assert!(stream.receiver.try_recv().is_ok());
        assert!(stream.receiver.try_recv().is_err());
    }

    #[test]
    fn has_subscribers_empty() {
        let service = Arc::new(WatchService::new(100, true));
        assert!(!service.has_subscribers());
    }

    #[test]
    fn combined_filter_requires_all_criteria() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let filter = WatchFilter {
            domains: Some(vec!["security".to_string()]),
            min_importance: Some(0.7),
            ..Default::default()
        };
        let stream = service.subscribe(collective, Some(filter)).unwrap();

        // Matches domain but NOT importance → filtered out
        let exp = test_experience(
            collective,
            vec!["security".to_string()],
            ExperienceType::Generic { category: None },
            0.3,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();
        assert!(stream.receiver.try_recv().is_err());

        // Matches importance but NOT domain → filtered out
        let exp2 = test_experience(
            collective,
            vec!["performance".to_string()],
            ExperienceType::Generic { category: None },
            0.9,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp2)
            .unwrap();
        assert!(stream.receiver.try_recv().is_err());

        // Matches BOTH → delivered
        let exp3 = test_experience(
            collective,
            vec!["security".to_string()],
            ExperienceType::Generic { category: None },
            0.9,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp3)
            .unwrap();
        assert!(stream.receiver.try_recv().is_ok());
    }

    #[test]
    fn in_process_disabled_no_events() {
        let service = Arc::new(WatchService::new(100, false));
        let collective = CollectiveId::new();
        let stream = service.subscribe(collective, None).unwrap();

        let exp = test_experience(
            collective,
            vec!["test".to_string()],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();

        // No events should arrive when in_process is disabled
        assert!(stream.receiver.try_recv().is_err());
    }

    #[test]
    fn in_process_disabled_has_subscribers_false() {
        let service = Arc::new(WatchService::new(100, false));
        let collective = CollectiveId::new();

        // Even after subscribing, has_subscribers returns false
        let _stream = service.subscribe(collective, None).unwrap();
        assert!(!service.has_subscribers());
    }

    #[test]
    fn in_process_enabled_receives_events() {
        let service = Arc::new(WatchService::new(100, true));
        let collective = CollectiveId::new();
        let stream = service.subscribe(collective, None).unwrap();

        let exp = test_experience(
            collective,
            vec!["test".to_string()],
            ExperienceType::Generic { category: None },
            0.5,
        );
        service
            .emit(test_event(collective, WatchEventType::Created), &exp)
            .unwrap();

        // Events should arrive when in_process is enabled
        let event = stream.receiver.try_recv().unwrap();
        assert_eq!(event.event_type, WatchEventType::Created);
    }
}