File size: 53,457 Bytes
5374a2d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
import json
import pickle
import csv
import yaml
import xml.etree.ElementTree as ET
import os
from typing import Dict, Any, List
from pathlib import Path
from abc import ABC, abstractmethod

# For handling various file types
try:
    import pymupdf
    PDF_AVAILABLE = True
except ImportError:
    PDF_AVAILABLE = False

try:
    from PIL import Image
    PILLOW_AVAILABLE = True
except ImportError:
    PILLOW_AVAILABLE = False

try:
    from openpyxl import Workbook, load_workbook
    EXCEL_AVAILABLE = True
except ImportError:
    EXCEL_AVAILABLE = False

from ..core.module import BaseModule
from ..core.logging import logger


class StorageBase(BaseModule, ABC):
    """
    Abstract base class for comprehensive storage operations supporting various file types.
    Provides unified interface for local and remote storage operations.
    """
    
    def __init__(self, base_path: str = ".", **kwargs):
        """
        Initialize the StorageBase with configuration options.
        
        Args:
            base_path (str): Base directory for storage operations (default: current directory)
            **kwargs: Additional keyword arguments for parent class initialization
        """
        super().__init__(**kwargs)
        self.base_path = base_path
        
        # File types that support append operations
        self.appendable_formats = {
            '.txt': self._append_text,
            '.json': self._append_json,
            '.csv': self._append_csv,
            '.yaml': self._append_yaml,
            '.yml': self._append_yaml,
            '.pickle': self._append_pickle,
            '.xlsx': self._append_excel
        }
        
        # Initialize storage-specific setup
        self._initialize_storage()
    
    @abstractmethod
    def _initialize_storage(self):
        """
        Initialize storage-specific setup. Override in subclasses for storage-specific initialization.
        """
        pass
    
    
    # Abstract methods that must be implemented by subclasses
    @abstractmethod
    def _read_raw(self, path: str, **kwargs) -> bytes:
        """Read raw file content - must be implemented by subclasses"""
        pass
    
    @abstractmethod
    def _write_raw(self, path: str, content: bytes, **kwargs) -> bool:
        """Write raw file content - must be implemented by subclasses"""
        pass
    
    @abstractmethod
    def _delete_raw(self, path: str) -> bool:
        """Delete file or directory - must be implemented by subclasses"""
        pass
    
    @abstractmethod
    def _list_raw(self, path: str = None, **kwargs) -> List[Dict[str, Any]]:
        """List files and directories - must be implemented by subclasses"""
        pass
    
    @abstractmethod
    def _exists_raw(self, path: str) -> bool:
        """Check if path exists - must be implemented by subclasses"""
        pass
    
    @abstractmethod
    def _create_directory_raw(self, path: str) -> bool:
        """Create directory - must be implemented by subclasses"""
        pass
    
    
    # ____________________ PATH TRANSLATION ____________________ #
    def translate_in(self, file_path: str) -> str:
        """
        Translate input file path by combining it with base_path.
        This method takes a user-provided path and converts it to the full system path.
        
        Args:
            file_path (str): User-provided file path (can be relative or absolute)
            
        Returns:
            str: Full system path combining base_path and file_path
        """
        # If the path is already absolute, return as is
        if os.path.isabs(file_path):
            return file_path
        
        # Always combine base_path with file_path to ensure working directory is respected
        # Check if this is a remote storage handler (like Supabase)
        if hasattr(self, 'bucket_name') and hasattr(self, 'supabase'):
            # For remote storage, treat base_path as a prefix within the bucket
            # Don't use os.path.join as it's designed for local filesystems
            if self.base_path.startswith('/'):
                # Remove leading slash and combine
                clean_base = self.base_path.lstrip('/')
                if clean_base:
                    return f"{clean_base}/{file_path}"
                else:
                    return file_path
            else:
                # Combine base_path and file_path with forward slash
                return f"{self.base_path}/{file_path}"
        else:
            # For local storage, use os.path.join for proper filesystem handling
            combined_path = os.path.join(self.base_path, file_path)
            normalized_path = os.path.normpath(combined_path)
            return normalized_path
    
    def translate_out(self, full_path: str) -> str:
        """
        Translate output full path by removing the base_path prefix.
        This method takes a full system path and converts it back to the user-relative path.
        
        Args:
            full_path (str): Full system path
            
        Returns:
            str: User-relative path with base_path removed
        """
        # If base_path is just "." or empty, return the full_path as is
        if self.base_path in [".", "", None]:
            return full_path
        
        # Check if this is a remote storage handler (like Supabase)
        if hasattr(self, 'bucket_name') and hasattr(self, 'supabase'):
            # For remote storage, handle path prefix removal
            if self.base_path.startswith('/'):
                clean_base = self.base_path.lstrip('/')
            else:
                clean_base = self.base_path
            
            if clean_base and full_path.startswith(f"{clean_base}/"):
                # Remove the base_path prefix
                relative_path = full_path[len(f"{clean_base}/"):]
                return relative_path
            elif clean_base and full_path == clean_base:
                # If the full_path is exactly the base_path, return empty string
                return ""
            else:
                # If the path doesn't start with base_path, return as is
                return full_path
        else:
            # For local storage, use os.path operations for proper filesystem handling
            # Convert both paths to absolute paths for comparison
            base_abs = os.path.abspath(self.base_path)
            full_abs = os.path.abspath(full_path)
            
            # Check if the full_path starts with base_path
            if full_abs.startswith(base_abs):
                # Remove the base_path prefix
                relative_path = full_abs[len(base_abs):]
                # Remove leading separator if present
                if relative_path.startswith(os.sep):
                    relative_path = relative_path[1:]
                return relative_path
            
            # If the path doesn't start with base_path, return as is
            return full_path
    
    
    # ____________________ FILE INFO ____________________ #
    def get_file_type(self, file_path: str) -> str:
        """Get the file extension from a file path"""
        return Path(file_path).suffix.lower()

    def get_file_info(self, file_path: str) -> Dict[str, Any]:
        """Get comprehensive information about a file"""
        try:
            target_path = self.translate_in(file_path)
            if not self._exists_raw(target_path):
                return {"success": False, "error": f"File {file_path} does not exist"}
            
            # For now, return basic info - subclasses can override for more details
            return {
                "success": True,
                "file_path": target_path,
                "file_name": Path(target_path).name,
                "file_extension": Path(target_path).suffix.lower(),
                "exists": True
            }
        except Exception as e:
            logger.error(f"Error getting file info for {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def create_directory(self, path: str) -> Dict[str, Any]:
        """Create directory"""
        try:
            target_path = self.translate_in(path)
            success = self._create_directory_raw(target_path)
            if success:
                return {"success": True, "path": target_path, "message": "Directory created successfully"}
            else:
                return {"success": False, "error": "Failed to create directory", "path": target_path}
        except Exception as e:
            logger.error(f"Error creating directory {path}: {str(e)}")
            return {"success": False, "error": str(e), "path": path}
    
    def exists(self, path: str) -> bool:
        """Check if path exists"""
        target_path = self.translate_in(path)
        return self._exists_raw(target_path)
    
    
    # ____________________ CURD ____________________ #
    def delete(self, path: str) -> Dict[str, Any]:
        """Delete file or directory"""
        try:
            target_path = self.translate_in(path)
            success = self._delete_raw(target_path)
            if success:
                return {"success": True, "path": target_path, "message": "Deleted successfully"}
            else:
                return {"success": False, "error": "Failed to delete", "path": target_path}
        except Exception as e:
            logger.error(f"Error deleting {path}: {str(e)}")
            return {"success": False, "error": str(e), "path": path}
    
    def move(self, source: str, destination: str) -> Dict[str, Any]:
        """Move/rename file or directory"""
        try:
            resolved_source = self.translate_in(source)
            resolved_destination = self.translate_in(destination)
            
            # Read source content
            content = self._read_raw(resolved_source)
            
            # Write to destination
            success = self._write_raw(resolved_destination, content)
            if success:
                # Delete source
                self._delete_raw(resolved_source)
                return {"success": True, "source": resolved_source, "destination": resolved_destination, "message": "Moved successfully"}
            else:
                return {"success": False, "error": "Failed to write to destination", "source": resolved_source, "destination": resolved_destination}
        except Exception as e:
            logger.error(f"Error moving {source} to {destination}: {str(e)}")
            return {"success": False, "error": str(e), "source": source, "destination": destination}
    
    def copy(self, source: str, destination: str) -> Dict[str, Any]:
        """Copy file"""
        try:
            resolved_source = self.translate_in(source)
            resolved_destination = self.translate_in(destination)
            
            # Read source content
            content = self._read_raw(resolved_source)
            
            # Write to destination
            success = self._write_raw(resolved_destination, content)
            if success:
                return {"success": True, "source": resolved_source, "destination": resolved_destination, "message": "Copied successfully"}
            else:
                return {"success": False, "error": "Failed to write to destination", "source": resolved_source, "destination": resolved_destination}
        except Exception as e:
            logger.error(f"Error copying {source} to {destination}: {str(e)}")
            return {"success": False, "error": str(e), "source": source, "destination": destination}
    
    def list(self, path: str = None, max_depth: int = 3, include_hidden: bool = False) -> Dict[str, Any]:
        """List files and directories"""
        try:
            target_path = self.translate_in(path) if path else str(self.base_path)
            items = self._list_raw(target_path, max_depth=max_depth, include_hidden=include_hidden)
            
            return {
                "success": True,
                "path": target_path,
                "items": items,
                "total_count": len(items)
            }
        except Exception as e:
            logger.error(f"Error listing {path}: {str(e)}")
            return {"success": False, "error": str(e), "path": path}
    
    def save(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """
        Save content to a file with automatic format detection.
        This method replaces the old save method with the improved create_file logic.
        
        Args:
            file_path (str): Path where the file should be saved
            content (Any): Content to save to the file
            **kwargs: Additional arguments for file creation (encoding, format, etc.)
            
        Returns:
            Dict[str, Any]: Result of the operation with success status and details
        """
        try:
            # Get file type to determine the appropriate save method
            file_extension = self.get_file_type(file_path)
            target_file_path = self.translate_in(file_path)
            
            # Route to specialized save methods based on file type
            if file_extension == '.json':
                return self._save_json(target_file_path, content, **kwargs)
            elif file_extension in ['.txt', '.md', '.log']:
                return self._save_text(target_file_path, content, **kwargs)
            elif file_extension == '.csv':
                return self._save_csv(target_file_path, content, **kwargs)
            elif file_extension in ['.yaml', '.yml']:
                return self._save_yaml(target_file_path, content, **kwargs)
            elif file_extension == '.xml':
                return self._save_xml(target_file_path, content, **kwargs)
            elif file_extension == '.xlsx':
                return self._save_excel(target_file_path, content, **kwargs)
            elif file_extension == '.pickle':
                return self._save_pickle(target_file_path, content, **kwargs)
            elif file_extension == '.pdf':
                return self._save_pdf(target_file_path, content, **kwargs)
            elif file_extension in ['.png', '.jpg', '.jpeg', '.gif', '.bmp', '.tiff']:
                return self._save_image(target_file_path, content, **kwargs)
            else:
                # For other file types, use the generic approach
                # Convert content to bytes if it's not already
                if isinstance(content, str):
                    content_bytes = content.encode(kwargs.get('encoding', 'utf-8'))
                elif isinstance(content, bytes):
                    content_bytes = content
                else:
                    content_bytes = str(content).encode(kwargs.get('encoding', 'utf-8'))
                
                # Write the file using the raw method
                success = self._write_raw(target_file_path, content_bytes, **kwargs)
            
                if success:
                    return {
                        "success": True,
                        "message": f"File '{file_path}' saved successfully",
                        "file_path": file_path,
                        "full_path": target_file_path,
                        "size": len(content_bytes)
                    }
                else:
                    return {
                        "success": False,
                        "message": f"Failed to save file '{file_path}'",
                        "file_path": file_path,
                        "full_path": target_file_path
                    }
        except Exception as e:
            logger.error(f"Error saving file {file_path}: {str(e)}")
            return {
                "success": False,
                "message": f"Error saving file: {str(e)}",
                "file_path": file_path
            }
    
    def read(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read content from a file with automatic format detection"""
        try:
            target_file_path = self.translate_in(file_path)
            file_extension = Path(target_file_path).suffix.lower()
            
            # Handle different file types
            if file_extension == '.json':
                return self._read_json(target_file_path, **kwargs)
            elif file_extension in ['.yaml', '.yml']:
                return self._read_yaml(target_file_path, **kwargs)
            elif file_extension == '.csv':
                return self._read_csv(target_file_path, **kwargs)
            elif file_extension == '.xlsx':
                return self._read_excel(target_file_path, **kwargs)
            elif file_extension == '.xml':
                return self._read_xml(target_file_path, **kwargs)
            elif file_extension == '.pickle':
                return self._read_pickle(target_file_path, **kwargs)
            elif file_extension == '.pdf':
                return self._read_pdf(target_file_path, **kwargs)
            elif file_extension in ['.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff']:
                return self._read_image(target_file_path, **kwargs)
            else:
                # Default to text
                return self._read_text(target_file_path, **kwargs)
                
        except Exception as e:
            logger.error(f"Error reading {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def append(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Append content to a file (only for supported formats)"""
        try:
            target_file_path = self.translate_in(file_path)
            file_extension = Path(target_file_path).suffix.lower()
            
            if file_extension in self.appendable_formats:
                return self.appendable_formats[file_extension](target_file_path, content, **kwargs)
            else:
                return {"success": False, "error": f"Append not supported for {file_extension} files"}
                
        except Exception as e:
            logger.error(f"Error appending to {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # Text file handlers
    def _save_text(self, file_path: str, content: Any, encoding: str = 'utf-8', **kwargs) -> Dict[str, Any]:
        """Save text content to a file"""
        try:
            # Convert content to bytes
            if isinstance(content, str):
                content_bytes = content.encode(encoding)
            else:
                content_bytes = str(content).encode(encoding)
            
            # Use raw write method
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"File saved to {file_path}",
                    "file_path": file_path,
                    "content_length": len(content_bytes)
                }
            else:
                return {"success": False, "error": "Failed to write file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error saving text file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_text(self, file_path: str, encoding: str = 'utf-8', **kwargs) -> Dict[str, Any]:
        """Read text content from a file"""
        try:
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            content = content_bytes.decode(encoding)
            
            return {
                "success": True,
                "content": content,
                "file_path": file_path,
                "content_length": len(content)
            }
        except Exception as e:
            logger.error(f"Error reading text file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
        
    def _append_text(self, file_path: str, content: str, encoding: str = 'utf-8', **kwargs) -> Dict[str, Any]:
        """Append text content to a file"""
        try:
            # Convert content to bytes
            content_bytes = str(content).encode(encoding)
            
            # For append, read existing content first
            existing_bytes = b""
            if self._exists_raw(file_path):
                existing_bytes = self._read_raw(file_path, **kwargs)
            
            # Combine existing and new content
            combined_bytes = existing_bytes + content_bytes
            
            # Write combined content
            success = self._write_raw(file_path, combined_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Content appended to file {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to append to file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error appending to text file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # JSON file handlers
    def _save_json(self, file_path: str, content: Any, indent: int = 2, **kwargs) -> Dict[str, Any]:
        """Save JSON content to a file"""
        try:
            # Convert content to JSON string
            if isinstance(content, str):
                # Validate JSON
                json.loads(content)
                json_content = content
            else:
                json_content = json.dumps(content, indent=indent, ensure_ascii=False)
            
            # Convert to bytes
            content_bytes = json_content.encode('utf-8')
            
            # Use raw write method
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"JSON file saved to {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to write file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error saving JSON file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_json(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read JSON content from a file"""
        try:
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            content_str = content_bytes.decode('utf-8')
            
            # Parse JSON
            content = json.loads(content_str)
            
            return {
                "success": True,
                "content": content,
                "file_path": file_path
            }
        except Exception as e:
            logger.error(f"Error reading JSON file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _append_json(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Append content to JSON file (for arrays)"""
        try:
            # Read existing content
            existing_content = []
            if self._exists_raw(file_path):
                existing_bytes = self._read_raw(file_path, **kwargs)
                existing_str = existing_bytes.decode('utf-8')
                existing_content = json.loads(existing_str)
            
            # Merge content
            if isinstance(existing_content, list):
                if isinstance(content, list):
                    existing_content.extend(content)
                else:
                    existing_content.append(content)
            elif isinstance(existing_content, dict):
                if isinstance(content, dict):
                    existing_content.update(content)
                else:
                    return {"success": False, "error": "Cannot append non-dict to JSON dict"}
            else:
                existing_content = [existing_content]
                if isinstance(content, list):
                    existing_content.extend(content)
                else:
                    existing_content.append(content)
            
            # Convert to JSON string and bytes
            json_content = json.dumps(existing_content, indent=2, ensure_ascii=False)
            content_bytes = json_content.encode('utf-8')
            
            # Write combined content
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Content appended to JSON file {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to append to file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error appending to JSON file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # CSV file handlers
    def _save_csv(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Save CSV content to a file - handles both raw CSV strings and structured data"""
        try:
            if not content:
                return {"success": False, "error": "No content to save"}
            
            from io import StringIO
            
            # Build CSV content in memory
            csv_buffer = StringIO()
            
            # If content is a string, use it directly
            if isinstance(content, str):
                csv_content = content
                rows = content.count('\n')
            # If content is a list of dictionaries, use CSV writer
            elif isinstance(content, list) and content and isinstance(content[0], dict):
                fieldnames = content[0].keys()
                writer = csv.DictWriter(csv_buffer, fieldnames=fieldnames)
                writer.writeheader()
                writer.writerows(content)
                csv_content = csv_buffer.getvalue()
                rows = len(content)
            # If content is a list of lists, use CSV writer
            elif isinstance(content, list) and content and isinstance(content[0], list):
                writer = csv.writer(csv_buffer)
                writer.writerows(content)
                csv_content = csv_buffer.getvalue()
                rows = len(content)
            else:
                return {"success": False, "error": "CSV content must be a string, list of dictionaries, or list of lists"}
            
            # Convert to bytes and write
            content_bytes = csv_content.encode('utf-8')
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"CSV file saved to {file_path}",
                    "file_path": file_path,
                    "rows": rows
                }
            else:
                return {"success": False, "error": "Failed to write file", "file_path": file_path}
            
        except Exception as e:
            logger.error(f"Error saving CSV file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_csv(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read CSV content from a file"""
        try:
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            content_str = content_bytes.decode('utf-8')
            
            # Parse CSV
            from io import StringIO
            reader = csv.DictReader(StringIO(content_str))
            content = list(reader)
            
            return {
                "success": True,
                "content": content,
                "file_path": file_path,
                "rows": len(content)
            }
        except Exception as e:
            logger.error(f"Error reading CSV file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _append_csv(self, file_path: str, content: List[Dict[str, Any]], **kwargs) -> Dict[str, Any]:
        """Append content to CSV file"""
        try:
            if not content:
                return {"success": False, "error": "No content to append"}
            
            # Read existing content
            existing_content = []
            if self._exists_raw(file_path):
                existing_bytes = self._read_raw(file_path, **kwargs)
                existing_str = existing_bytes.decode('utf-8')
                from io import StringIO
                reader = csv.DictReader(StringIO(existing_str))
                existing_content = list(reader)
            
            # Combine content
            combined_content = existing_content + content
            
            # Write combined content
            from io import StringIO
            csv_buffer = StringIO()
            if combined_content:
                fieldnames = combined_content[0].keys()
                writer = csv.DictWriter(csv_buffer, fieldnames=fieldnames)
                writer.writeheader()
                writer.writerows(combined_content)
            
            csv_content = csv_buffer.getvalue()
            content_bytes = csv_content.encode('utf-8')
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Content appended to CSV file {file_path}",
                    "file_path": file_path,
                    "appended_rows": len(content)
                }
            else:
                return {"success": False, "error": "Failed to append to file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error appending to CSV file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # YAML file handlers
    def _save_yaml(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Save YAML content to a file"""
        try:
            # Convert content to YAML string
            yaml_content = yaml.dump(content, default_flow_style=False, allow_unicode=True)
            content_bytes = yaml_content.encode('utf-8')
            
            # Use raw write method
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"YAML file saved to {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to write file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error saving YAML file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_yaml(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read YAML content from a file"""
        try:
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            content_str = content_bytes.decode('utf-8')
            
            # Parse YAML
            content = yaml.safe_load(content_str)
            
            return {
                "success": True,
                "content": content,
                "file_path": file_path
            }
        except Exception as e:
            logger.error(f"Error reading YAML file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _append_yaml(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Append content to YAML file (for lists)"""
        try:
            # Read existing content
            existing_content = []
            if self._exists_raw(file_path):
                existing_bytes = self._read_raw(file_path, **kwargs)
                existing_str = existing_bytes.decode('utf-8')
                existing_content = yaml.safe_load(existing_str) or []
            
            # Merge content
            if isinstance(existing_content, list):
                if isinstance(content, list):
                    existing_content.extend(content)
                else:
                    existing_content.append(content)
            elif isinstance(existing_content, dict):
                if isinstance(content, dict):
                    existing_content.update(content)
                else:
                    return {"success": False, "error": "Cannot append non-dict to YAML dict"}
            else:
                existing_content = [existing_content]
                if isinstance(content, list):
                    existing_content.extend(content)
                else:
                    existing_content.append(content)
            
            # Convert to YAML string and bytes
            yaml_content = yaml.dump(existing_content, default_flow_style=False, allow_unicode=True)
            content_bytes = yaml_content.encode('utf-8')
            
            # Write combined content
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Content appended to YAML file {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to append to file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error appending to YAML file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # XML file handlers
    def _save_xml(self, file_path: str, content: Any, root_tag: str = "root", **kwargs) -> Dict[str, Any]:
        """Save XML content to a file"""
        try:
            # If content is already a string (raw XML), use it directly
            if isinstance(content, str):
                # Check if it's already valid XML
                try:
                    ET.fromstring(content)
                    xml_content = content
                except ET.ParseError:
                    # Not valid XML, treat as text content and wrap it
                    root = ET.Element(root_tag)
                    root.text = content
                    xml_content = ET.tostring(root, encoding='unicode')
            # If content is a dictionary, convert to XML
            elif isinstance(content, dict):
                def dict_to_xml(data, root):
                    for key, value in data.items():
                        child = ET.SubElement(root, key)
                        if isinstance(value, dict):
                            dict_to_xml(value, child)
                        else:
                            child.text = str(value)
                
                root = ET.Element(root_tag)
                dict_to_xml(content, root)
                xml_content = ET.tostring(root, encoding='unicode')
            else:
                # For other types, wrap in root element
                root = ET.Element(root_tag)
                root.text = str(content)
                xml_content = ET.tostring(root, encoding='unicode')
            
            # Convert to bytes and write
            content_bytes = xml_content.encode('utf-8')
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"XML file saved to {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to write file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error saving XML file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_xml(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read XML content from a file"""
        try:
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            content_str = content_bytes.decode('utf-8')
            
            # Parse XML
            root = ET.fromstring(content_str)
            
            def xml_to_dict(element):
                result = {}
                for child in element:
                    if len(child) == 0:
                        result[child.tag] = child.text
                    else:
                        result[child.tag] = xml_to_dict(child)
                return result
            
            content = xml_to_dict(root)
            
            return {
                "success": True,
                "content": content,
                "file_path": file_path
            }
        except Exception as e:
            logger.error(f"Error reading XML file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # Excel file handlers
    def _save_excel(self, file_path: str, content: List[List[Any]], sheet_name: str = "Sheet1", **kwargs) -> Dict[str, Any]:
        """Save Excel content to a file"""
        if not EXCEL_AVAILABLE:
            return {"success": False, "error": "openpyxl library not available"}
        
        try:
            from io import BytesIO
            
            # Create workbook in memory
            workbook = Workbook()
            worksheet = workbook.active
            worksheet.title = sheet_name
            
            for row in content:
                worksheet.append(row)
            
            # Save to BytesIO buffer
            buffer = BytesIO()
            workbook.save(buffer)
            content_bytes = buffer.getvalue()
            
            # Use raw write method
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Excel file saved to {file_path}",
                    "file_path": file_path,
                    "rows": len(content)
                }
            else:
                return {"success": False, "error": "Failed to write file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error saving Excel file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_excel(self, file_path: str, sheet_name: str = None, **kwargs) -> Dict[str, Any]:
        """Read Excel content from a file"""
        if not EXCEL_AVAILABLE:
            return {"success": False, "error": "openpyxl library not available"}
        
        try:
            from io import BytesIO
            
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            
            # Load workbook from bytes
            workbook = load_workbook(BytesIO(content_bytes), data_only=True)
            sheet_names = workbook.sheetnames
            
            if sheet_name is None:
                sheet_name = sheet_names[0]
            
            if sheet_name not in sheet_names:
                return {"success": False, "error": f"Sheet '{sheet_name}' not found"}
            
            worksheet = workbook[sheet_name]
            content = []
            
            for row in worksheet.iter_rows(values_only=True):
                if any(cell is not None for cell in row):
                    content.append(list(row))
            
            return {
                "success": True,
                "content": content,
                "file_path": file_path,
                "sheet_name": sheet_name,
                "rows": len(content)
            }
        except Exception as e:
            logger.error(f"Error reading Excel file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _append_excel(self, file_path: str, content: List[List[Any]], sheet_name: str = None, **kwargs) -> Dict[str, Any]:
        """Append content to Excel file"""
        if not EXCEL_AVAILABLE:
            return {"success": False, "error": "openpyxl library not available"}
        
        try:
            from io import BytesIO
            
            if not self._exists_raw(file_path):
                return self._save_excel(file_path, content, sheet_name or "Sheet1", **kwargs)
            
            # Read existing content
            content_bytes = self._read_raw(file_path, **kwargs)
            workbook = load_workbook(BytesIO(content_bytes))
            sheet_names = workbook.sheetnames
            
            if sheet_name is None:
                sheet_name = sheet_names[0]
            
            if sheet_name not in sheet_names:
                return {"success": False, "error": f"Sheet '{sheet_name}' not found"}
            
            worksheet = workbook[sheet_name]
            
            for row in content:
                worksheet.append(row)
            
            # Save to BytesIO buffer
            buffer = BytesIO()
            workbook.save(buffer)
            updated_bytes = buffer.getvalue()
            
            # Write updated content
            success = self._write_raw(file_path, updated_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Content appended to Excel file {file_path}",
                    "file_path": file_path,
                    "appended_rows": len(content)
                }
            else:
                return {"success": False, "error": "Failed to append to file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error appending to Excel file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # Pickle file handlers
    def _save_pickle(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Save pickle content to a file"""
        try:
            # Convert content to bytes using pickle
            content_bytes = pickle.dumps(content)
            
            # Use raw write method
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Pickle file saved to {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to write file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error saving pickle file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_pickle(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read pickle content from a file"""
        try:
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            
            # Parse pickle content
            content = pickle.loads(content_bytes)
            
            return {
                "success": True,
                "content": content,
                "file_path": file_path
            }
        except Exception as e:
            logger.error(f"Error reading pickle file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _append_pickle(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Append content to pickle file (for lists)"""
        try:
            # Read existing content
            existing_content = []
            if self._exists_raw(file_path):
                existing_bytes = self._read_raw(file_path, **kwargs)
                existing_content = pickle.loads(existing_bytes)
            
            # Merge content
            if isinstance(existing_content, list):
                if isinstance(content, list):
                    existing_content.extend(content)
                else:
                    existing_content.append(content)
            elif isinstance(existing_content, dict):
                if isinstance(content, dict):
                    existing_content.update(content)
                elif isinstance(content, list):
                    existing_content["appended_list"] = content
                else:
                    existing_content["appended_value"] = content
            else:
                existing_content = [existing_content]
                if isinstance(content, list):
                    existing_content.extend(content)
                else:
                    existing_content.append(content)
            
            # Convert to bytes and write
            content_bytes = pickle.dumps(existing_content)
            success = self._write_raw(file_path, content_bytes, **kwargs)
            
            if success:
                return {
                    "success": True,
                    "message": f"Content appended to pickle file {file_path}",
                    "file_path": file_path
                }
            else:
                return {"success": False, "error": "Failed to append to file", "file_path": file_path}
        except Exception as e:
            logger.error(f"Error appending to pickle file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # PDF file handlers
    def _save_pdf(self, file_path: str, content: str, **kwargs) -> Dict[str, Any]:
        """Save content to a PDF file"""
        try:
            # Use reportlab to create a proper PDF with text content
            from reportlab.lib.pagesizes import letter
            from reportlab.lib.styles import getSampleStyleSheet
            from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer
            
            # Create PDF document
            doc = SimpleDocTemplate(file_path, pagesize=letter)
            styles = getSampleStyleSheet()
            story = []
            
            # Split content into paragraphs
            paragraphs = content.split('\n')
            
            for para_text in paragraphs:
                if para_text.strip():  # Non-empty paragraph
                    para = Paragraph(para_text, styles['Normal'])
                    story.append(para)
                    story.append(Spacer(1, 12))
                else:
                    story.append(Spacer(1, 12))
            
            # Build the PDF
            doc.build(story)
            
            return {
                "success": True,
                "message": f"PDF file saved to {file_path}",
                "file_path": file_path
            }
                
        except ImportError:
            return {"success": False, "error": "reportlab library not available for PDF creation"}
        except Exception as e:
            logger.error(f"Error saving PDF file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_pdf(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read content from a PDF file"""
        if not PDF_AVAILABLE:
            return {"success": False, "error": "unstructured library not available"}
        try:
            doc = pymupdf.open(file_path)
            all_text = []
            for page in doc:
                text = page.get_text()
                all_text.append(text)
            text = "\n\n".join(all_text)
            return {
                "success": True,
                "content": text,
                "file_path": file_path
            }
                
        except Exception as e:
            logger.error(f"Error reading PDF file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # Image file handlers
    def _save_image(self, file_path: str, content: Any, **kwargs) -> Dict[str, Any]:
        """Save image content to a file"""
        if not PILLOW_AVAILABLE:
            return {"success": False, "error": "Pillow library not available"}
        
        try:
            from io import BytesIO
            
            # Check if content is already a PIL Image object
            if hasattr(content, 'save') and callable(getattr(content, 'save', None)):
                # Content is a PIL Image object - save to BytesIO first
                buffer = BytesIO()
                content.save(buffer, format=content.format or 'PNG')
                content_bytes = buffer.getvalue()
                
                # Use raw write method
                success = self._write_raw(file_path, content_bytes, **kwargs)
                
                if success:
                    return {
                        "success": True,
                        "message": f"Image saved to {file_path}",
                        "file_path": file_path,
                        "format": content.format,
                        "size": content.size
                    }
                else:
                    return {"success": False, "error": "Failed to write file", "file_path": file_path}
            elif isinstance(content, bytes):
                # Content is binary image data
                success = self._write_raw(file_path, content, **kwargs)
                
                if success:
                    return {
                        "success": True,
                        "message": f"Image saved to {file_path}",
                        "file_path": file_path
                    }
                else:
                    return {"success": False, "error": "Failed to write file", "file_path": file_path}
            elif isinstance(content, str) and Path(content).exists():
                # Content is a file path to an existing image - read and write
                with open(content, 'rb') as f:
                    content_bytes = f.read()
                
                success = self._write_raw(file_path, content_bytes, **kwargs)
                
                if success:
                    return {
                        "success": True,
                        "message": f"Image copied from {content} to {file_path}",
                        "file_path": file_path
                    }
                else:
                    return {"success": False, "error": "Failed to write file", "file_path": file_path}
            else:
                return {"success": False, "error": "Content must be a PIL Image object, binary data, or valid file path"}
                
        except Exception as e:
            logger.error(f"Error saving image file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    def _read_image(self, file_path: str, **kwargs) -> Dict[str, Any]:
        """Read image and return PIL Image object"""
        if not PILLOW_AVAILABLE:
            return {"success": False, "error": "Pillow library not available"}
        
        try:
            from io import BytesIO
            
            # Use raw read method
            content_bytes = self._read_raw(file_path, **kwargs)
            
            # Open image from bytes
            with Image.open(BytesIO(content_bytes)) as img:
                # Convert to RGB if necessary for consistency
                if img.mode in ('RGBA', 'LA', 'P'):
                    img = img.convert('RGB')
                
                metadata = {
                    "format": img.format,
                    "mode": img.mode,
                    "size": img.size,
                    "width": img.width,
                    "height": img.height
                }
                
                return {
                    "success": True,
                    "content": img,  # Return the PIL Image object
                    "metadata": metadata,
                    "file_path": file_path
                }
                
        except Exception as e:
            logger.error(f"Error reading image file {file_path}: {str(e)}")
            return {"success": False, "error": str(e), "file_path": file_path}
    
    # Placeholder for future database integration
    def _get_database_connection(self, db_type: str, connection_string: str) -> Any:
        """Placeholder for future database integration"""
        # This will be implemented when adding database support
        raise NotImplementedError("Database integration not yet implemented")