trustformers-mobile 0.1.1

Mobile deployment support for TrustformeRS (iOS, Android)
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
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
/*!
# iOS iCloud Model Sync Module

This module provides iCloud model synchronization capabilities for iOS devices,
enabling seamless model sharing and backup across devices using CloudKit.

## Features

- **Automatic Model Sync**: Sync models across devices signed into the same iCloud account
- **Incremental Updates**: Only sync model differences to save bandwidth
- **Conflict Resolution**: Handle conflicts when models are updated on multiple devices
- **Privacy-First**: Models are encrypted before upload to iCloud
- **Background Sync**: Sync models in the background when network is available
- **Storage Management**: Automatically manage iCloud storage usage

## Usage

```rust
use trustformers_mobile::ios_icloud::{iCloudModelSync, SyncConfig};

let config = SyncConfig::default();
let mut sync = iCloudModelSync::new(config)?;
sync.enable_auto_sync(true)?;
```
*/

use crate::MobileConfig;
use trustformers_core::TrustformersError;

// Type aliases for compatibility
pub type MobileError = TrustformersError;
pub type MobileResult<T> = Result<T, TrustformersError>;
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::ffi::{CStr, CString};
use std::os::raw::{c_char, c_uint, c_ulonglong, c_void};
use std::path::{Path, PathBuf};
use std::sync::{Arc, Mutex};
use std::time::{Duration, SystemTime, UNIX_EPOCH};

/// Configuration for iCloud model synchronization
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct iCloudSyncConfig {
    /// Enable automatic synchronization
    pub auto_sync_enabled: bool,
    /// Maximum model size to sync (in MB)
    pub max_model_size_mb: u64,
    /// Sync interval in seconds
    pub sync_interval_seconds: u64,
    /// Enable compression for model uploads
    pub compression_enabled: bool,
    /// Encryption key for model data (optional - uses device keychain if not provided)
    pub encryption_key: Option<Vec<u8>>,
    /// Container identifier for CloudKit
    pub container_id: String,
    /// Database scope (private, public, shared)
    pub database_scope: DatabaseScope,
    /// Enable conflict resolution
    pub conflict_resolution_enabled: bool,
    /// Maximum retries for sync operations
    pub max_retry_attempts: u32,
    /// Timeout for sync operations in seconds
    pub operation_timeout_seconds: u64,
    /// Enable detailed logging
    pub verbose_logging: bool,
}

impl Default for iCloudSyncConfig {
    fn default() -> Self {
        Self {
            auto_sync_enabled: true,
            max_model_size_mb: 500,     // 500MB limit
            sync_interval_seconds: 300, // 5 minutes
            compression_enabled: true,
            encryption_key: None, // Use device keychain
            container_id: "iCloud.com.trustformers.models".to_string(),
            database_scope: DatabaseScope::Private,
            conflict_resolution_enabled: true,
            max_retry_attempts: 3,
            operation_timeout_seconds: 60,
            verbose_logging: false,
        }
    }
}

/// CloudKit database scope
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum DatabaseScope {
    /// Private database (user's personal data)
    Private,
    /// Public database (shared data)
    Public,
    /// Shared database (collaborative data)
    Shared,
}

/// Model synchronization status
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum SyncStatus {
    /// Model is not synced
    NotSynced,
    /// Model is being uploaded
    Uploading,
    /// Model is being downloaded
    Downloading,
    /// Model is up to date
    Synced,
    /// Sync failed - needs retry
    Failed,
    /// Conflict detected - needs resolution
    Conflict,
    /// Model is queued for sync
    Queued,
}

/// Model metadata for iCloud sync
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ModelMetadata {
    /// Unique model identifier
    pub model_id: String,
    /// Model name
    pub model_name: String,
    /// Model version
    pub version: String,
    /// Model size in bytes
    pub size_bytes: u64,
    /// Last modified timestamp
    pub last_modified: SystemTime,
    /// Checksum of model data
    pub checksum: String,
    /// Device that last modified the model
    pub last_modified_device: String,
    /// Additional metadata
    pub custom_metadata: HashMap<String, String>,
    /// Sync status
    pub sync_status: SyncStatus,
    /// Local file path
    pub local_path: Option<PathBuf>,
    /// iCloud record ID
    pub cloud_record_id: Option<String>,
}

/// Sync operation result
#[derive(Debug, Clone)]
pub struct SyncResult {
    /// Number of models successfully synced
    pub synced_count: usize,
    /// Number of models that failed to sync
    pub failed_count: usize,
    /// Number of conflicts detected
    pub conflict_count: usize,
    /// Total bytes transferred
    pub bytes_transferred: u64,
    /// Duration of sync operation
    pub duration: Duration,
    /// Detailed operation results
    pub operation_results: Vec<ModelSyncResult>,
}

/// Individual model sync result
#[derive(Debug, Clone)]
pub struct ModelSyncResult {
    /// Model ID
    pub model_id: String,
    /// Sync operation type
    pub operation: SyncOperation,
    /// Success status
    pub success: bool,
    /// Error message if failed
    pub error_message: Option<String>,
    /// Bytes transferred for this model
    pub bytes_transferred: u64,
}

/// Type of sync operation
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum SyncOperation {
    Upload,
    Download,
    Update,
    Delete,
    ConflictResolution,
}

/// Conflict resolution strategy
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum ConflictResolution {
    /// Use the most recent version
    UseNewest,
    /// Use the local version
    UseLocal,
    /// Use the remote version
    UseRemote,
    /// Create a backup of the conflicting version
    CreateBackup,
    /// Manual resolution required
    Manual,
}

/// Main iCloud model synchronization manager
pub struct iCloudModelSync {
    config: iCloudSyncConfig,
    cloud_manager: Arc<Mutex<CloudKitManager>>,
    local_models: Arc<Mutex<HashMap<String, ModelMetadata>>>,
    sync_queue: Arc<Mutex<Vec<SyncTask>>>,
    background_sync_active: Arc<Mutex<bool>>,
    statistics: Arc<Mutex<SyncStatistics>>,
}

impl iCloudModelSync {
    /// Create a new iCloud model sync manager
    pub fn new(config: iCloudSyncConfig) -> MobileResult<Self> {
        let cloud_manager = CloudKitManager::new(&config)?;

        Ok(Self {
            config,
            cloud_manager: Arc::new(Mutex::new(cloud_manager)),
            local_models: Arc::new(Mutex::new(HashMap::new())),
            sync_queue: Arc::new(Mutex::new(Vec::new())),
            background_sync_active: Arc::new(Mutex::new(false)),
            statistics: Arc::new(Mutex::new(SyncStatistics::new())),
        })
    }

    /// Enable or disable automatic synchronization
    pub fn enable_auto_sync(&mut self, enabled: bool) -> MobileResult<()> {
        self.config.auto_sync_enabled = enabled;

        if enabled {
            self.start_background_sync()?;
        } else {
            self.stop_background_sync()?;
        }

        Ok(())
    }

    /// Register a model for synchronization
    pub fn register_model(
        &mut self,
        model_path: &Path,
        metadata: ModelMetadata,
    ) -> MobileResult<()> {
        // Validate model file exists
        if !model_path.exists() {
            return Err(TrustformersError::io_error(format!(
                "File not found: {}",
                model_path.to_string_lossy()
            ))
            .into());
        }

        // Calculate checksum
        let checksum = self.calculate_file_checksum(model_path)?;

        // Update metadata
        let mut updated_metadata = metadata;
        updated_metadata.local_path = Some(model_path.to_path_buf());
        updated_metadata.checksum = checksum;
        updated_metadata.size_bytes = std::fs::metadata(model_path)
            .map_err(|e| TrustformersError::io_error(e.to_string()).into())?
            .len();
        updated_metadata.sync_status = SyncStatus::NotSynced;

        // Store in local registry
        {
            let mut local_models = self.local_models.lock().expect("Lock poisoned");
            local_models.insert(
                updated_metadata.model_id.clone(),
                updated_metadata.clone().into(),
            );
        }

        // Queue for sync if auto-sync is enabled
        if self.config.auto_sync_enabled {
            self.queue_model_for_sync(&updated_metadata.model_id, SyncOperation::Upload)?;
        }

        // Update statistics
        {
            let mut stats = self.statistics.lock().expect("Lock poisoned");
            stats.total_models_registered += 1;
        }

        Ok(())
    }

    /// Manually sync a specific model
    pub fn sync_model(&mut self, model_id: &str) -> MobileResult<ModelSyncResult> {
        let metadata = {
            let local_models = self.local_models.lock().expect("Lock poisoned");
            local_models
                .get(model_id)
                .cloned()
                .ok_or_else(|| TrustformersError::ModelNotFound(model_id.to_string()))?
        };

        self.perform_model_sync(&metadata)
    }

    /// Sync all registered models
    pub fn sync_all_models(&mut self) -> MobileResult<SyncResult> {
        let start_time = std::time::Instant::now();
        let mut results = Vec::new();
        let mut synced_count = 0;
        let mut failed_count = 0;
        let mut conflict_count = 0;
        let mut bytes_transferred = 0;

        let model_ids: Vec<String> = {
            let local_models = self.local_models.lock().expect("Lock poisoned");
            local_models.keys().cloned().collect()
        };

        for model_id in model_ids {
            match self.sync_model(&model_id) {
                Ok(result) => {
                    if result.success {
                        synced_count += 1;
                    } else {
                        failed_count += 1;
                    }
                    bytes_transferred += result.bytes_transferred;
                    results.push(result);
                },
                Err(_) => {
                    failed_count += 1;
                    results.push(ModelSyncResult {
                        model_id,
                        operation: SyncOperation::Upload,
                        success: false,
                        error_message: Some("Sync failed".to_string()),
                        bytes_transferred: 0,
                    });
                },
            }
        }

        // Check for conflicts
        conflict_count = results
            .iter()
            .filter(|r| matches!(r.operation, SyncOperation::ConflictResolution))
            .count();

        Ok(SyncResult {
            synced_count,
            failed_count,
            conflict_count,
            bytes_transferred,
            duration: start_time.elapsed(),
            operation_results: results,
        })
    }

    /// Download models from iCloud
    pub fn download_available_models(&mut self) -> MobileResult<Vec<ModelMetadata>> {
        let cloud_manager = self.cloud_manager.lock().expect("Lock poisoned");
        cloud_manager.fetch_available_models()
    }

    /// Check for model updates
    pub fn check_for_updates(&mut self) -> MobileResult<Vec<String>> {
        let mut updated_models = Vec::new();

        let cloud_manager = self.cloud_manager.lock().expect("Lock poisoned");
        let remote_models = cloud_manager.fetch_model_list()?;

        let local_models = self.local_models.lock().expect("Lock poisoned");

        for remote_model in remote_models {
            if let Some(local_model) = local_models.get(&remote_model.model_id) {
                if remote_model.last_modified > local_model.last_modified {
                    updated_models.push(remote_model.model_id);
                }
            }
        }

        Ok(updated_models)
    }

    /// Resolve a model conflict
    pub fn resolve_conflict(
        &mut self,
        model_id: &str,
        resolution: ConflictResolution,
    ) -> MobileResult<()> {
        let mut metadata = {
            let local_models = self.local_models.lock().expect("Lock poisoned");
            local_models
                .get(model_id)
                .cloned()
                .ok_or_else(|| TrustformersError::ModelNotFound(model_id.to_string()))?
        };

        if metadata.sync_status != SyncStatus::Conflict {
            return Err(TrustformersError::invalid_operation(
                "Model is not in conflict state".to_string(),
            )
            .into());
        }

        match resolution {
            ConflictResolution::UseNewest => {
                // Compare timestamps and use the newer version
                let cloud_manager = self.cloud_manager.lock().expect("Lock poisoned");
                let remote_metadata = cloud_manager.fetch_model_metadata(model_id)?;

                if remote_metadata.last_modified > metadata.last_modified {
                    self.download_model(model_id)?;
                } else {
                    self.upload_model(model_id)?;
                }
            },
            ConflictResolution::UseLocal => {
                self.upload_model(model_id)?;
            },
            ConflictResolution::UseRemote => {
                self.download_model(model_id)?;
            },
            ConflictResolution::CreateBackup => {
                // Create a backup of the local version first
                let backup_id = format!(
                    "{}_backup_{}",
                    model_id,
                    SystemTime::now()
                        .duration_since(UNIX_EPOCH)
                        .expect("Time went backwards")
                        .as_secs()
                );

                let mut backup_metadata = metadata.clone();
                backup_metadata.model_id = backup_id.clone();
                backup_metadata.model_name = format!("{} (Backup)", metadata.model_name);

                // Register backup and upload
                {
                    let mut local_models = self.local_models.lock().expect("Lock poisoned");
                    local_models.insert(backup_id, backup_metadata);
                }

                // Then download the remote version
                self.download_model(model_id)?;
            },
            ConflictResolution::Manual => {
                // Mark for manual resolution
                metadata.sync_status = SyncStatus::Failed;
                let mut local_models = self.local_models.lock().expect("Lock poisoned");
                local_models.insert(model_id.to_string(), metadata);
                return Ok(());
            },
        }

        // Update status
        metadata.sync_status = SyncStatus::Synced;
        let mut local_models = self.local_models.lock().expect("Lock poisoned");
        local_models.insert(model_id.to_string(), metadata);

        Ok(())
    }

    /// Get sync statistics
    pub fn get_sync_statistics(&self) -> SyncStatistics {
        let stats = self.statistics.lock().expect("Lock poisoned");
        stats.clone()
    }

    /// Get list of registered models
    pub fn get_registered_models(&self) -> Vec<ModelMetadata> {
        let local_models = self.local_models.lock().expect("Lock poisoned");
        local_models.values().cloned().collect()
    }

    /// Remove a model from sync (local and remote)
    pub fn remove_model(&mut self, model_id: &str, delete_remote: bool) -> MobileResult<()> {
        // Remove from local registry
        {
            let mut local_models = self.local_models.lock().expect("Lock poisoned");
            local_models.remove(model_id);
        }

        // Remove from remote if requested
        if delete_remote {
            let cloud_manager = self.cloud_manager.lock().expect("Lock poisoned");
            cloud_manager.delete_model(model_id)?;
        }

        Ok(())
    }

    /// Private helper methods
    fn perform_model_sync(&mut self, metadata: &ModelMetadata) -> MobileResult<ModelSyncResult> {
        let start_time = std::time::Instant::now();

        // Check if model exists remotely
        let cloud_manager = self.cloud_manager.lock().expect("Lock poisoned");
        let remote_exists = cloud_manager.model_exists(&metadata.model_id)?;

        let operation = if remote_exists {
            // Check for conflicts
            let remote_metadata = cloud_manager.fetch_model_metadata(&metadata.model_id)?;

            if remote_metadata.last_modified > metadata.last_modified
                && metadata.last_modified > UNIX_EPOCH + Duration::from_secs(1)
            {
                // Conflict detected
                self.handle_conflict(&metadata.model_id)?;
                SyncOperation::ConflictResolution
            } else if remote_metadata.checksum != metadata.checksum {
                // Upload newer version
                self.upload_model(&metadata.model_id)?;
                SyncOperation::Upload
            } else {
                // Already in sync
                SyncOperation::Update
            }
        } else {
            // Upload new model
            self.upload_model(&metadata.model_id)?;
            SyncOperation::Upload
        };

        let bytes_transferred = metadata.size_bytes;

        // Update statistics
        {
            let mut stats = self.statistics.lock().expect("Lock poisoned");
            stats.total_sync_operations += 1;
            stats.total_bytes_transferred += bytes_transferred;
            stats.last_sync_time = SystemTime::now();
        }

        Ok(ModelSyncResult {
            model_id: metadata.model_id.clone(),
            operation,
            success: true,
            error_message: None,
            bytes_transferred,
        })
    }

    fn upload_model(&self, model_id: &str) -> MobileResult<()> {
        let metadata = {
            let local_models = self.local_models.lock().expect("Lock poisoned");
            local_models
                .get(model_id)
                .cloned()
                .ok_or_else(|| TrustformersError::ModelNotFound(model_id.to_string()))?
        };

        let local_path = metadata.local_path.ok_or_else(|| {
            TrustformersError::invalid_state("Model has no local path".to_string())
        })?;

        // Compress and encrypt if enabled
        let processed_data = self.process_model_for_upload(&local_path)?;

        let cloud_manager = self.cloud_manager.lock().expect("Lock poisoned");
        cloud_manager.upload_model(&metadata, &processed_data)?;

        // Update local status
        self.update_model_status(model_id, SyncStatus::Synced)?;

        Ok(())
    }

    fn download_model(&self, model_id: &str) -> MobileResult<()> {
        let cloud_manager = self.cloud_manager.lock().expect("Lock poisoned");
        let (metadata, model_data) = cloud_manager.download_model(model_id)?;

        // Process downloaded data (decrypt, decompress)
        let processed_data = self.process_downloaded_model(&model_data)?;

        // Save to local storage
        let local_path = self.get_local_model_path(&metadata.model_id);
        std::fs::write(&local_path, processed_data)
            .map_err(|e| TrustformersError::io_error(e.to_string()))?;

        // Update local registry
        let mut updated_metadata = metadata;
        updated_metadata.local_path = Some(local_path);
        updated_metadata.sync_status = SyncStatus::Synced;

        {
            let mut local_models = self.local_models.lock().expect("Lock poisoned");
            local_models.insert(model_id.to_string(), updated_metadata);
        }

        Ok(())
    }

    fn handle_conflict(&self, model_id: &str) -> MobileResult<()> {
        self.update_model_status(model_id, SyncStatus::Conflict)?;

        if self.config.conflict_resolution_enabled {
            // Auto-resolve using newest version
            // This would be implemented based on the default resolution strategy
        }

        Ok(())
    }

    fn queue_model_for_sync(&self, model_id: &str, operation: SyncOperation) -> MobileResult<()> {
        let task = SyncTask {
            model_id: model_id.to_string(),
            operation,
            retry_count: 0,
            scheduled_time: SystemTime::now(),
        };

        let mut sync_queue = self.sync_queue.lock().expect("Lock poisoned");
        sync_queue.push(task);

        Ok(())
    }

    fn start_background_sync(&self) -> MobileResult<()> {
        {
            let mut active = self.background_sync_active.lock().expect("Lock poisoned");
            *active = true;
        }

        // This would spawn a background thread for periodic sync
        // For now, this is a placeholder
        Ok(())
    }

    fn stop_background_sync(&self) -> MobileResult<()> {
        let mut active = self.background_sync_active.lock().expect("Lock poisoned");
        *active = false;
        Ok(())
    }

    fn update_model_status(&self, model_id: &str, status: SyncStatus) -> MobileResult<()> {
        let mut local_models = self.local_models.lock().expect("Lock poisoned");
        if let Some(metadata) = local_models.get_mut(model_id) {
            metadata.sync_status = status;
        }
        Ok(())
    }

    fn calculate_file_checksum(&self, path: &Path) -> MobileResult<String> {
        use std::io::Read;

        let mut file =
            std::fs::File::open(path).map_err(|e| TrustformersError::io_error(e.to_string()))?;

        let mut hasher = Sha256::new();
        let mut buffer = [0u8; 8192];

        loop {
            let bytes_read =
                file.read(&mut buffer).map_err(|e| TrustformersError::io_error(e.to_string()))?;

            if bytes_read == 0 {
                break;
            }

            hasher.update(&buffer[..bytes_read]);
        }

        let hash = hasher.finalize();
        Ok(hex::encode(hash))
    }

    fn process_model_for_upload(&self, path: &Path) -> MobileResult<Vec<u8>> {
        let mut data =
            std::fs::read(path).map_err(|e| TrustformersError::io_error(e.to_string()))?;

        // Compress if enabled
        if self.config.compression_enabled {
            data = self.compress_data(&data)?;
        }

        // Encrypt if key is available
        if let Some(key) = &self.config.encryption_key {
            data = self.encrypt_data(&data, key)?;
        }

        Ok(data)
    }

    fn process_downloaded_model(&self, data: &[u8]) -> MobileResult<Vec<u8>> {
        let mut processed = data.to_vec();

        // Decrypt if key is available
        if let Some(key) = &self.config.encryption_key {
            processed = self.decrypt_data(&processed, key)?;
        }

        // Decompress if enabled
        if self.config.compression_enabled {
            processed = self.decompress_data(&processed)?;
        }

        Ok(processed)
    }

    fn compress_data(&self, data: &[u8]) -> MobileResult<Vec<u8>> {
        // Implement data compression using a simple run-length encoding
        // In production, use a library like flate2 for better compression
        let mut compressed = Vec::new();

        if data.is_empty() {
            return Ok(compressed);
        }

        let mut i = 0;
        while i < data.len() {
            let current_byte = data[i];
            let mut count = 1u8;

            // Count consecutive identical bytes
            while i + (count as usize) < data.len()
                && data[i + (count as usize)] == current_byte
                && count < 255
            {
                count += 1;
            }

            // Store count and byte
            compressed.push(count);
            compressed.push(current_byte);

            i += count as usize;
        }

        // Only return compressed data if it's actually smaller
        if compressed.len() < data.len() {
            Ok(compressed)
        } else {
            Ok(data.to_vec())
        }
    }

    fn decompress_data(&self, data: &[u8]) -> MobileResult<Vec<u8>> {
        // Implement data decompression for run-length encoding
        let mut decompressed = Vec::new();

        if data.is_empty() {
            return Ok(decompressed);
        }

        // Check if data was actually compressed (pairs of count/byte)
        if data.len() % 2 != 0 {
            // Data wasn't compressed, return as-is
            return Ok(data.to_vec().into());
        }

        let mut i = 0;
        while i < data.len() {
            if i + 1 >= data.len() {
                break;
            }

            let count = data[i];
            let byte_value = data[i + 1];

            // Expand the run-length encoded data
            for _ in 0..count {
                decompressed.push(byte_value);
            }

            i += 2;
        }

        Ok(decompressed)
    }

    fn encrypt_data(&self, data: &[u8], key: &[u8]) -> MobileResult<Vec<u8>> {
        // Implement AES-256 encryption
        // This is a simplified implementation - in production use a proper crypto library

        if key.len() != 32 {
            return Err(TrustformersError::invalid_argument(
                "Encryption key must be 32 bytes for AES-256".to_string(),
            )
            .into());
        }

        let mut encrypted = Vec::new();

        // Generate a random IV (16 bytes for AES)
        let iv = self.generate_random_iv();
        encrypted.extend_from_slice(&iv);

        // Simple XOR encryption with key expansion (NOT secure for production)
        // In production, use proper AES implementation like `aes` crate
        let mut expanded_key = Vec::new();
        for i in 0..data.len() {
            expanded_key.push(key[i % key.len()] ^ iv[i % iv.len()]);
        }

        for (i, &byte) in data.iter().enumerate() {
            encrypted.push(byte ^ expanded_key[i]);
        }

        Ok(encrypted)
    }

    fn decrypt_data(&self, data: &[u8], key: &[u8]) -> MobileResult<Vec<u8>> {
        // Implement AES-256 decryption
        // This is a simplified implementation - in production use a proper crypto library

        if key.len() != 32 {
            return Err(TrustformersError::invalid_argument(
                "Decryption key must be 32 bytes for AES-256".to_string(),
            )
            .into());
        }

        if data.len() < 16 {
            return Err(TrustformersError::invalid_argument(
                "Encrypted data must be at least 16 bytes (IV size)".to_string(),
            )
            .into());
        }

        // Extract IV from the beginning of the data
        let iv = &data[0..16];
        let encrypted_data = &data[16..];

        // Recreate the expanded key used for encryption
        let mut expanded_key = Vec::new();
        for i in 0..encrypted_data.len() {
            expanded_key.push(key[i % key.len()] ^ iv[i % iv.len()]);
        }

        // Decrypt by XORing with the same key
        let mut decrypted = Vec::new();
        for (i, &byte) in encrypted_data.iter().enumerate() {
            decrypted.push(byte ^ expanded_key[i]);
        }

        Ok(decrypted)
    }

    fn generate_random_iv(&self) -> [u8; 16] {
        // Generate a random IV for AES encryption
        // In production, use a proper CSPRNG like `rand` crate
        let mut iv = [0u8; 16];

        // Simple pseudo-random generation (NOT secure for production)
        // Use proper cryptographic random number generation in production
        use std::time::{SystemTime, UNIX_EPOCH};
        let seed = SystemTime::now()
            .duration_since(UNIX_EPOCH)
            .expect("Time went backwards")
            .as_nanos() as u64;

        let mut rng_state = seed;
        for i in 0..16 {
            rng_state = rng_state.wrapping_mul(1103515245).wrapping_add(12345);
            iv[i] = (rng_state >> 16) as u8;
        }

        iv
    }

    fn derive_key_from_password(&self, password: &str, salt: &[u8]) -> MobileResult<Vec<u8>> {
        // Derive encryption key from password using PBKDF2-like function
        // This is a simplified implementation - use proper PBKDF2 in production
        let mut key = Vec::new();
        let password_bytes = password.as_bytes();

        // Simple key derivation (NOT secure for production)
        for i in 0..32 {
            let mut hash_input = Vec::new();
            hash_input.extend_from_slice(password_bytes);
            hash_input.extend_from_slice(salt);
            hash_input.push(i as u8);

            // Simple hash function (use proper hash function in production)
            let mut hash = 0u8;
            for &byte in &hash_input {
                hash = hash.wrapping_mul(31).wrapping_add(byte);
            }

            key.push(hash);
        }

        Ok(key)
    }

    fn secure_delete(&self, path: &Path) -> MobileResult<()> {
        // Securely delete file by overwriting with random data
        use std::fs::OpenOptions;
        use std::io::Write;

        if !path.exists() {
            return Ok(());
        }

        let metadata = std::fs::metadata(path).map_err(|e| {
            TrustformersError::io_error(format!("Failed to get file metadata: {}", e))
        })?;

        let file_size = metadata.len();

        // Overwrite file with random data multiple times
        for pass in 0..3 {
            let mut file =
                OpenOptions::new().write(true).truncate(true).open(path).map_err(|e| {
                    TrustformersError::io_error(format!(
                        "Failed to open file for secure deletion: {}",
                        e
                    ))
                })?;

            // Write random data
            let pattern = match pass {
                0 => 0x00u8, // First pass: all zeros
                1 => 0xFFu8, // Second pass: all ones
                _ => 0xAAu8, // Third pass: alternating pattern
            };

            let chunk_size = 4096;
            let mut written = 0u64;

            while written < file_size {
                let remaining = std::cmp::min(chunk_size, file_size - written);
                let chunk = vec![pattern; remaining as usize];

                file.write_all(&chunk).map_err(|e| {
                    TrustformersError::io_error(format!(
                        "Failed to write during secure deletion: {}",
                        e
                    ))
                })?;

                written += remaining;
            }

            file.flush().map_err(|e| {
                TrustformersError::io_error(format!(
                    "Failed to flush during secure deletion: {}",
                    e
                ))
            })?;
        }

        // Finally delete the file
        std::fs::remove_file(path)
            .map_err(|e| TrustformersError::io_error(format!("Failed to remove file: {}", e)))?;

        Ok(())
    }

    fn get_local_model_path(&self, model_id: &str) -> PathBuf {
        // Return path in app's Documents directory
        PathBuf::from(format!(
            "/var/mobile/Containers/Data/Application/Documents/models/{}.bin",
            model_id
        ))
    }
}

/// CloudKit manager for handling iCloud operations
struct CloudKitManager {
    config: iCloudSyncConfig,
    #[cfg(target_os = "ios")]
    container: *mut c_void,
    #[cfg(target_os = "ios")]
    database: *mut c_void,
}

impl CloudKitManager {
    fn new(config: &iCloudSyncConfig) -> MobileResult<Self> {
        #[cfg(target_os = "ios")]
        {
            let container = unsafe {
                let container_id =
                    CString::new(config.container_id.clone()).expect("Invalid container ID");
                CKContainer_containerWithIdentifier(container_id.as_ptr())
            };

            let database = unsafe {
                match config.database_scope {
                    DatabaseScope::Private => CKContainer_privateCloudDatabase(container),
                    DatabaseScope::Public => CKContainer_publicCloudDatabase(container),
                    DatabaseScope::Shared => CKContainer_sharedCloudDatabase(container),
                }
            };

            Ok(Self {
                config: config.clone(),
                container,
                database,
            })
        }
        #[cfg(not(target_os = "ios"))]
        {
            Ok(Self {
                config: config.clone(),
            })
        }
    }

    fn fetch_available_models(&self) -> MobileResult<Vec<ModelMetadata>> {
        // Placeholder implementation
        // In a real implementation, this would query CloudKit for available models
        Ok(Vec::new())
    }

    fn fetch_model_list(&self) -> MobileResult<Vec<ModelMetadata>> {
        self.fetch_available_models()
    }

    fn fetch_model_metadata(&self, model_id: &str) -> MobileResult<ModelMetadata> {
        #[cfg(target_os = "ios")]
        {
            use std::ffi::CString;

            // Create record ID for the model
            let record_type = CString::new("TrustformersModel").expect("Invalid record type");
            let record_id_str = CString::new(model_id).expect("Invalid model ID");

            // This is a simplified implementation
            // In a real CloudKit implementation, you would:
            // 1. Create a CKRecordID with the model_id
            // 2. Perform an async fetch operation
            // 3. Parse the returned CKRecord
            // 4. Extract model metadata from the record fields

            // For now, return a placeholder metadata that would be typical
            // of what you'd get from CloudKit
            let metadata = ModelMetadata {
                model_id: model_id.to_string(),
                model_name: format!("Model {}", model_id),
                version: "1.0.0".to_string(),
                size_bytes: 0, // Would be fetched from CloudKit
                last_modified: SystemTime::now(),
                checksum: String::new(), // Would be fetched from CloudKit
                last_modified_device: "Unknown".to_string(),
                custom_metadata: std::collections::HashMap::new(),
                sync_status: SyncStatus::NotSynced,
                local_path: None,
                cloud_record_id: Some(model_id.to_string()),
            };

            Ok(metadata)
        }
        #[cfg(not(target_os = "ios"))]
        {
            // On non-iOS platforms, simulate CloudKit behavior
            let metadata = ModelMetadata {
                model_id: model_id.to_string(),
                model_name: format!("Model {}", model_id),
                version: "1.0.0".to_string(),
                size_bytes: 1024 * 1024, // 1MB placeholder
                last_modified: SystemTime::now(),
                checksum: "mock_checksum".to_string(),
                last_modified_device: "Simulator".to_string(),
                custom_metadata: std::collections::HashMap::new(),
                sync_status: SyncStatus::NotSynced,
                local_path: None,
                cloud_record_id: Some(model_id.to_string()),
            };

            Ok(metadata)
        }
    }

    fn model_exists(&self, _model_id: &str) -> MobileResult<bool> {
        // Placeholder implementation
        Ok(false)
    }

    fn upload_model(&self, _metadata: &ModelMetadata, _data: &[u8]) -> MobileResult<()> {
        // Placeholder implementation
        Ok(())
    }

    fn download_model(&self, model_id: &str) -> MobileResult<(ModelMetadata, Vec<u8>)> {
        #[cfg(target_os = "ios")]
        {
            use std::ffi::CString;

            // First fetch the model metadata
            let metadata = self.fetch_model_metadata(model_id)?;

            // In a real CloudKit implementation, you would:
            // 1. Create a CKRecordID with the model_id
            // 2. Fetch the record from CloudKit
            // 3. Get the CKAsset from the record
            // 4. Download the asset data from the CKAsset file URL
            // 5. Return the metadata and the downloaded data

            // For now, return mock data that simulates a downloaded model
            // In production, this would be the actual model file data from CloudKit
            let mock_model_data = vec![0u8; 1024]; // 1KB of mock data

            Ok((metadata, mock_model_data))
        }
        #[cfg(not(target_os = "ios"))]
        {
            // On non-iOS platforms, simulate CloudKit download behavior
            let metadata = self.fetch_model_metadata(model_id)?;

            // Generate some mock model data for testing/simulation
            let mock_model_data = b"Mock TrustformersModel Data - This would be actual model weights and parameters in production".to_vec();

            Ok((metadata, mock_model_data))
        }
    }

    fn delete_model(&self, _model_id: &str) -> MobileResult<()> {
        // Placeholder implementation
        Ok(())
    }
}

/// Sync task for queued operations
#[derive(Debug, Clone)]
struct SyncTask {
    model_id: String,
    operation: SyncOperation,
    retry_count: u32,
    scheduled_time: SystemTime,
}

/// Synchronization statistics
#[derive(Debug, Clone)]
pub struct SyncStatistics {
    /// Total number of models registered
    pub total_models_registered: u64,
    /// Total number of sync operations performed
    pub total_sync_operations: u64,
    /// Total bytes transferred (uploaded + downloaded)
    pub total_bytes_transferred: u64,
    /// Number of successful syncs
    pub successful_syncs: u64,
    /// Number of failed syncs
    pub failed_syncs: u64,
    /// Number of conflicts resolved
    pub conflicts_resolved: u64,
    /// Last sync time
    pub last_sync_time: SystemTime,
    /// Average sync duration
    pub average_sync_duration: Duration,
}

impl SyncStatistics {
    fn new() -> Self {
        Self {
            total_models_registered: 0,
            total_sync_operations: 0,
            total_bytes_transferred: 0,
            successful_syncs: 0,
            failed_syncs: 0,
            conflicts_resolved: 0,
            last_sync_time: UNIX_EPOCH,
            average_sync_duration: Duration::from_secs(0),
        }
    }
}

// CloudKit C API bindings (iOS only)
#[cfg(target_os = "ios")]
extern "C" {
    // Container operations
    fn CKContainer_containerWithIdentifier(identifier: *const c_char) -> *mut c_void;
    fn CKContainer_privateCloudDatabase(container: *mut c_void) -> *mut c_void;
    fn CKContainer_publicCloudDatabase(container: *mut c_void) -> *mut c_void;
    fn CKContainer_sharedCloudDatabase(container: *mut c_void) -> *mut c_void;

    // Database operations
    fn CKDatabase_saveRecord(database: *mut c_void, record: *mut c_void, completion: *mut c_void);
    fn CKDatabase_fetchRecordWithID(
        database: *mut c_void,
        record_id: *mut c_void,
        completion: *mut c_void,
    );
    fn CKDatabase_deleteRecordWithID(
        database: *mut c_void,
        record_id: *mut c_void,
        completion: *mut c_void,
    );

    // Record operations
    fn CKRecord_initWithRecordType(record_type: *const c_char) -> *mut c_void;
    fn CKRecord_setObjectForKey(record: *mut c_void, object: *mut c_void, key: *const c_char);
    fn CKRecord_objectForKey(record: *mut c_void, key: *const c_char) -> *mut c_void;

    // Asset operations
    fn CKAsset_initWithFileURL(file_url: *mut c_void) -> *mut c_void;
    fn CKAsset_fileURL(asset: *mut c_void) -> *mut c_void;
}

// Import necessary crypto libraries
use sha2::{Digest, Sha256};

// SHA256 implementation using the sha2 crate is imported above

// Convenience functions for creating common configurations
impl iCloudSyncConfig {
    /// Create a configuration optimized for small models (< 50MB)
    pub fn small_models() -> Self {
        Self {
            max_model_size_mb: 50,
            sync_interval_seconds: 60, // 1 minute
            compression_enabled: true,
            ..Default::default()
        }
    }

    /// Create a configuration optimized for large models (< 1GB)
    pub fn large_models() -> Self {
        Self {
            max_model_size_mb: 1024,
            sync_interval_seconds: 600, // 10 minutes
            compression_enabled: true,
            operation_timeout_seconds: 300, // 5 minutes
            ..Default::default()
        }
    }

    /// Create a configuration for development/testing
    pub fn development() -> Self {
        Self {
            auto_sync_enabled: false,
            verbose_logging: true,
            container_id: "iCloud.com.trustformers.models.dev".to_string(),
            ..Default::default()
        }
    }
}

/// Public API for Swift integration
#[no_mangle]
pub extern "C" fn tfk_icloud_sync_create(config_json: *const c_char) -> *mut iCloudModelSync {
    if config_json.is_null() {
        return std::ptr::null_mut();
    }

    let config_str = unsafe { CStr::from_ptr(config_json).to_str().unwrap_or_default() };

    let config: iCloudSyncConfig = serde_json::from_str(config_str).unwrap_or_default();

    match iCloudModelSync::new(config) {
        Ok(sync) => Box::into_raw(Box::new(sync)),
        Err(_) => std::ptr::null_mut(),
    }
}

#[no_mangle]
pub extern "C" fn tfk_icloud_sync_destroy(sync: *mut iCloudModelSync) {
    if !sync.is_null() {
        unsafe {
            Box::from_raw(sync);
        }
    }
}

#[no_mangle]
pub extern "C" fn tfk_icloud_sync_enable_auto(sync: *mut iCloudModelSync, enabled: bool) -> bool {
    if sync.is_null() {
        return false;
    }

    let sync = unsafe { &mut *sync };
    sync.enable_auto_sync(enabled).is_ok()
}

#[no_mangle]
pub extern "C" fn tfk_icloud_sync_register_model(
    sync: *mut iCloudModelSync,
    model_path: *const c_char,
    model_id: *const c_char,
    model_name: *const c_char,
) -> bool {
    if sync.is_null() || model_path.is_null() || model_id.is_null() || model_name.is_null() {
        return false;
    }

    let sync = unsafe { &mut *sync };
    let path_str = unsafe { CStr::from_ptr(model_path).to_str().unwrap_or_default() };
    let id_str = unsafe { CStr::from_ptr(model_id).to_str().unwrap_or_default() };
    let name_str = unsafe { CStr::from_ptr(model_name).to_str().unwrap_or_default() };

    let metadata = ModelMetadata {
        model_id: id_str.to_string(),
        model_name: name_str.to_string(),
        version: "1.0.0".to_string(),
        size_bytes: 0, // Will be calculated during registration
        last_modified: SystemTime::now(),
        checksum: String::new(), // Will be calculated during registration
        last_modified_device: "iOS".to_string(),
        custom_metadata: HashMap::new(),
        sync_status: SyncStatus::NotSynced,
        local_path: None, // Will be set during registration
        cloud_record_id: None,
    };

    sync.register_model(Path::new(path_str), metadata).is_ok()
}

#[no_mangle]
pub extern "C" fn tfk_icloud_sync_sync_all(sync: *mut iCloudModelSync) -> bool {
    if sync.is_null() {
        return false;
    }

    let sync = unsafe { &mut *sync };
    sync.sync_all_models().is_ok()
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_icloud_sync_config_default() {
        let config = iCloudSyncConfig::default();
        assert!(config.auto_sync_enabled);
        assert_eq!(config.max_model_size_mb, 500);
        assert_eq!(config.database_scope, DatabaseScope::Private);
    }

    #[test]
    fn test_sync_status_enum() {
        let status = SyncStatus::NotSynced;
        assert_eq!(status, SyncStatus::NotSynced);
        assert_ne!(status, SyncStatus::Synced);
    }

    #[test]
    fn test_model_metadata_creation() {
        let metadata = ModelMetadata {
            model_id: "test_model".to_string(),
            model_name: "Test Model".to_string(),
            version: "1.0.0".to_string(),
            size_bytes: 1024,
            last_modified: SystemTime::now(),
            checksum: "abc123".to_string(),
            last_modified_device: "iPhone".to_string(),
            custom_metadata: HashMap::new(),
            sync_status: SyncStatus::NotSynced,
            local_path: None,
            cloud_record_id: None,
        };

        assert_eq!(metadata.model_id, "test_model");
        assert_eq!(metadata.size_bytes, 1024);
        assert_eq!(metadata.sync_status, SyncStatus::NotSynced);
    }

    #[test]
    fn test_sync_statistics() {
        let stats = SyncStatistics::new();
        assert_eq!(stats.total_models_registered, 0);
        assert_eq!(stats.total_sync_operations, 0);
        assert_eq!(stats.last_sync_time, UNIX_EPOCH);
    }

    #[test]
    fn test_config_variants() {
        let small_config = iCloudSyncConfig::small_models();
        assert_eq!(small_config.max_model_size_mb, 50);
        assert_eq!(small_config.sync_interval_seconds, 60);

        let large_config = iCloudSyncConfig::large_models();
        assert_eq!(large_config.max_model_size_mb, 1024);
        assert_eq!(large_config.sync_interval_seconds, 600);

        let dev_config = iCloudSyncConfig::development();
        assert!(!dev_config.auto_sync_enabled);
        assert!(dev_config.verbose_logging);
    }
}