File size: 43,284 Bytes
5bc350f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
<!DOCTYPE html>
<html lang="fr">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Système de Classification Textuelle</title>
    <script src="https://cdn.tailwindcss.com"></script>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
    <style>
        .dropzone {
            border: 2px dashed #cbd5e0;
            transition: all 0.3s ease;
        }
        .dropzone.active {
            border-color: #4f46e5;
            background-color: #eef2ff;
        }
        .progress-bar {
            transition: width 0.3s ease;
        }
        .category-chip {
            transition: all 0.2s ease;
        }
        .category-chip:hover {
            transform: translateY(-2px);
            box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
        }
        .fade-in {
            animation: fadeIn 0.5s ease-in-out;
        }
        @keyframes fadeIn {
            from { opacity: 0; transform: translateY(10px); }
            to { opacity: 1; transform: translateY(0); }
        }
    </style>
</head>
<body class="bg-gray-50 min-h-screen">
    <div class="container mx-auto px-4 py-8">
        <!-- Header -->
        <header class="mb-8 text-center">
            <h1 class="text-3xl font-bold text-indigo-700 mb-2">
                <i class="fas fa-project-diagram mr-2"></i>Système de Classification Textuelle
            </h1>
            <p class="text-gray-600 max-w-2xl mx-auto">
                Un outil simple et transparent pour classifier automatiquement vos données textuelles
            </p>
        </header>

        <!-- Main Content -->
        <div class="bg-white rounded-xl shadow-md overflow-hidden">
            <!-- Process Steps -->
            <div class="flex justify-between px-6 py-4 border-b">
                <div class="step flex-1 text-center relative" data-step="1">
                    <div class="w-10 h-10 mx-auto rounded-full bg-indigo-600 text-white flex items-center justify-center font-bold mb-2">
                        1
                    </div>
                    <p class="text-sm font-medium text-indigo-600">Import des données</p>
                    <div class="absolute bottom-0 left-0 right-0 h-1 bg-indigo-600"></div>
                </div>
                <div class="step flex-1 text-center relative" data-step="2">
                    <div class="w-10 h-10 mx-auto rounded-full bg-gray-200 text-gray-600 flex items-center justify-center font-bold mb-2">
                        2
                    </div>
                    <p class="text-sm font-medium text-gray-500">Configuration</p>
                    <div class="absolute bottom-0 left-0 right-0 h-1 bg-gray-200"></div>
                </div>
                <div class="step flex-1 text-center relative" data-step="3">
                    <div class="w-10 h-10 mx-auto rounded-full bg-gray-200 text-gray-600 flex items-center justify-center font-bold mb-2">
                        3
                    </div>
                    <p class="text-sm font-medium text-gray-500">Classification</p>
                    <div class="absolute bottom-0 left-0 right-0 h-1 bg-gray-200"></div>
                </div>
                <div class="step flex-1 text-center relative" data-step="4">
                    <div class="w-10 h-10 mx-auto rounded-full bg-gray-200 text-gray-600 flex items-center justify-center font-bold mb-2">
                        4
                    </div>
                    <p class="text-sm font-medium text-gray-500">Résultats</p>
                    <div class="absolute bottom-0 left-0 right-0 h-1 bg-gray-200"></div>
                </div>
            </div>

            <!-- Step 1 Content -->
            <div id="step-1" class="p-6 fade-in">
                <h2 class="text-xl font-semibold mb-4 text-gray-800">
                    <i class="fas fa-file-import mr-2 text-indigo-500"></i>Importez vos données
                </h2>
                
                <div class="mb-6">
                    <div id="dropzone" class="dropzone rounded-lg p-8 text-center cursor-pointer">
                        <div class="mx-auto w-16 h-16 bg-indigo-100 rounded-full flex items-center justify-center mb-4">
                            <i class="fas fa-cloud-upload-alt text-indigo-500 text-2xl"></i>
                        </div>
                        <h3 class="text-lg font-medium text-gray-700 mb-1">Glissez-déposez votre fichier</h3>
                        <p class="text-gray-500 mb-4">ou cliquez pour sélectionner</p>
                        <input type="file" id="fileInput" class="hidden" accept=".csv,.xlsx,.xls">
                        <button id="selectFileBtn" class="px-4 py-2 bg-indigo-600 text-white rounded-md hover:bg-indigo-700 transition">
                            <i class="fas fa-folder-open mr-2"></i>Sélectionner un fichier
                        </button>
                        <p class="text-xs text-gray-400 mt-3">Formats supportés: CSV, XLSX, XLS</p>
                    </div>
                </div>
                
                <div id="filePreview" class="hidden border rounded-lg overflow-hidden">
                    <div class="bg-gray-50 px-4 py-3 border-b flex justify-between items-center">
                        <div>
                            <span id="fileName" class="font-medium"></span>
                            <span id="fileSize" class="text-sm text-gray-500 ml-2"></span>
                        </div>
                        <button id="removeFileBtn" class="text-red-500 hover:text-red-700">
                            <i class="fas fa-times"></i>
                        </button>
                    </div>
                    <div class="overflow-x-auto">
                        <table class="min-w-full divide-y divide-gray-200">
                            <thead class="bg-gray-100">
                                <tr>
                                    <th class="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Colonnes détectées</th>
                                </tr>
                            </thead>
                            <tbody id="columnsList" class="bg-white divide-y divide-gray-200">
                                <!-- Columns will be added here by JS -->
                            </tbody>
                        </table>
                    </div>
                </div>
                
                <div class="flex justify-end mt-6">
                    <button id="nextStep1" class="px-6 py-2 bg-indigo-600 text-white rounded-md hover:bg-indigo-700 transition disabled:opacity-50 disabled:cursor-not-allowed" disabled>
                        Suivant <i class="fas fa-arrow-right ml-2"></i>
                    </button>
                </div>
            </div>

            <!-- Step 2 Content -->
            <div id="step-2" class="hidden p-6">
                <h2 class="text-xl font-semibold mb-4 text-gray-800">
                    <i class="fas fa-cog mr-2 text-indigo-500"></i>Configurez la classification
                </h2>
                
                <div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
                    <div>
                        <label class="block text-sm font-medium text-gray-700 mb-1">Colonne à classifier</label>
                        <select id="textColumnSelect" class="w-full border-gray-300 rounded-md shadow-sm focus:border-indigo-500 focus:ring-indigo-500">
                            <option value="">Sélectionnez une colonne</option>
                        </select>
                    </div>
                    
                    <div>
                        <label class="block text-sm font-medium text-gray-700 mb-1">Méthode de classification</label>
                        <select id="classificationMethod" class="w-full border-gray-300 rounded-md shadow-sm focus:border-indigo-500 focus:ring-indigo-500">
                            <option value="keywords">Mots-clés</option>
                            <option value="ai">IA (recommandé)</option>
                            <option value="regex">Expressions régulières</option>
                        </select>
                    </div>
                </div>
                
                <div id="keywordsConfig" class="mb-6">
                    <div class="flex justify-between items-center mb-2">
                        <label class="block text-sm font-medium text-gray-700">Catégories et mots-clés</label>
                        <button id="addCategoryBtn" class="text-sm text-indigo-600 hover:text-indigo-800 flex items-center">
                            <i class="fas fa-plus-circle mr-1"></i> Ajouter une catégorie
                        </button>
                    </div>
                    
                    <div id="categoriesContainer" class="space-y-3">
                        <div class="category-group border rounded-lg p-4 bg-gray-50">
                            <div class="flex justify-between items-center mb-3">
                                <input type="text" placeholder="Nom de la catégorie" class="category-name flex-1 border-b border-gray-300 focus:border-indigo-500 focus:outline-none bg-transparent py-1">
                                <button class="remove-category text-red-500 hover:text-red-700 ml-2">
                                    <i class="fas fa-trash"></i>
                                </button>
                            </div>
                            <div class="flex flex-wrap gap-2">
                                <div class="keyword-chip flex items-center bg-white px-3 py-1 rounded-full text-sm shadow-sm">
                                    <span>exemple</span>
                                    <button class="remove-keyword ml-1 text-gray-400 hover:text-red-500">
                                        <i class="fas fa-times text-xs"></i>
                                    </button>
                                </div>
                                <input type="text" placeholder="Ajouter un mot-clé" class="keyword-input flex-1 min-w-[100px] border-b border-gray-300 focus:border-indigo-500 focus:outline-none bg-transparent py-1">
                            </div>
                        </div>
                    </div>
                </div>
                
                <div id="aiConfig" class="hidden mb-6">
                    <div class="bg-blue-50 border border-blue-200 rounded-lg p-4">
                        <div class="flex">
                            <div class="flex-shrink-0">
                                <i class="fas fa-robot text-blue-500 text-xl"></i>
                            </div>
                            <div class="ml-3">
                                <h3 class="text-sm font-medium text-blue-800">Classification par IA</h3>
                                <div class="mt-2 text-sm text-blue-700">
                                    <p>Notre système d'IA analysera automatiquement le contenu textuel et proposera des catégories pertinentes. Vous pourrez ajuster les résultats après la classification initiale.</p>
                                </div>
                            </div>
                        </div>
                    </div>
                </div>
                
                <div id="regexConfig" class="hidden mb-6">
                    <div class="bg-purple-50 border border-purple-200 rounded-lg p-4">
                        <div class="flex">
                            <div class="flex-shrink-0">
                                <i class="fas fa-code text-purple-500 text-xl"></i>
                            </div>
                            <div class="ml-3">
                                <h3 class="text-sm font-medium text-purple-800">Expressions régulières</h3>
                                <div class="mt-2 text-sm text-purple-700">
                                    <p>Définissez des motifs complexes pour classifier vos données. Requiert une connaissance des expressions régulières.</p>
                                </div>
                            </div>
                        </div>
                    </div>
                    
                    <div class="mt-4">
                        <label class="block text-sm font-medium text-gray-700 mb-1">Ajouter une règle Regex</label>
                        <div class="flex space-x-2">
                            <input type="text" placeholder="Nom de la catégorie" class="flex-1 border-gray-300 rounded-md shadow-sm focus:border-indigo-500 focus:ring-indigo-500">
                            <input type="text" placeholder="Expression régulière" class="flex-1 border-gray-300 rounded-md shadow-sm focus:border-indigo-500 focus:ring-indigo-500">
                            <button class="px-3 py-1 bg-indigo-600 text-white rounded-md hover:bg-indigo-700">
                                <i class="fas fa-plus"></i>
                            </button>
                        </div>
                    </div>
                </div>
                
                <div class="flex justify-between mt-6">
                    <button id="prevStep2" class="px-6 py-2 bg-gray-200 text-gray-700 rounded-md hover:bg-gray-300 transition">
                        <i class="fas fa-arrow-left mr-2"></i> Précédent
                    </button>
                    <button id="nextStep2" class="px-6 py-2 bg-indigo-600 text-white rounded-md hover:bg-indigo-700 transition disabled:opacity-50 disabled:cursor-not-allowed" disabled>
                        Suivant <i class="fas fa-arrow-right ml-2"></i>
                    </button>
                </div>
            </div>

            <!-- Step 3 Content -->
            <div id="step-3" class="hidden p-6">
                <h2 class="text-xl font-semibold mb-4 text-gray-800">
                    <i class="fas fa-tasks mr-2 text-indigo-500"></i>Classification en cours
                </h2>
                
                <div class="bg-gray-50 rounded-lg p-6 text-center">
                    <div class="w-24 h-24 mx-auto mb-6 relative">
                        <div class="absolute inset-0 flex items-center justify-center">
                            <i class="fas fa-cog text-indigo-400 text-4xl animate-spin"></i>
                        </div>
                        <svg class="w-full h-full" viewBox="0 0 100 100">
                            <circle cx="50" cy="50" r="45" fill="none" stroke="#e5e7eb" stroke-width="10"/>
                            <circle id="progressCircle" cx="50" cy="50" r="45" fill="none" stroke="#4f46e5" stroke-width="10" stroke-dasharray="283" stroke-dashoffset="283" stroke-linecap="round" transform="rotate(-90 50 50)"/>
                        </svg>
                    </div>
                    
                    <h3 id="progressText" class="text-lg font-medium text-gray-700 mb-2">Préparation de la classification...</h3>
                    <p id="progressSubtext" class="text-gray-500 mb-4">Veuillez patienter pendant le traitement de vos données</p>
                    
                    <div class="w-full bg-gray-200 rounded-full h-2.5 mb-6">
                        <div id="progressBar" class="bg-indigo-600 h-2.5 rounded-full" style="width: 0%"></div>
                    </div>
                    
                    <div id="progressDetails" class="hidden text-left bg-white p-4 rounded-lg border mb-4">
                        <div class="flex justify-between mb-2">
                            <span class="text-sm font-medium">Lignes traitées</span>
                            <span id="processedRows" class="text-sm">0/0</span>
                        </div>
                        <div class="flex justify-between mb-2">
                            <span class="text-sm font-medium">Catégories identifiées</span>
                            <span id="identifiedCategories" class="text-sm">0</span>
                        </div>
                        <div class="flex justify-between">
                            <span class="text-sm font-medium">Confiance moyenne</span>
                            <span id="averageConfidence" class="text-sm">0%</span>
                        </div>
                    </div>
                    
                    <button id="cancelProcessBtn" class="px-4 py-2 bg-red-100 text-red-600 rounded-md hover:bg-red-200 transition">
                        <i class="fas fa-stop-circle mr-2"></i>Annuler
                    </button>
                </div>
            </div>

            <!-- Step 4 Content -->
            <div id="step-4" class="hidden p-6">
                <h2 class="text-xl font-semibold mb-4 text-gray-800">
                    <i class="fas fa-chart-bar mr-2 text-indigo-500"></i>Résultats de la classification
                </h2>
                
                <div class="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-6">
                    <div class="bg-white border rounded-lg p-4 shadow-sm">
                        <h3 class="text-sm font-medium text-gray-500 mb-2">Résumé</h3>
                        <div class="space-y-3">
                            <div>
                                <p class="text-xs text-gray-400">Fichier analysé</p>
                                <p id="resultFileName" class="font-medium">donnees.csv</p>
                            </div>
                            <div>
                                <p class="text-xs text-gray-400">Lignes classifiées</p>
                                <p id="resultTotalRows" class="font-medium">1,245</p>
                            </div>
                            <div>
                                <p class="text-xs text-gray-400">Catégories identifiées</p>
                                <p id="resultTotalCategories" class="font-medium">8</p>
                            </div>
                        </div>
                    </div>
                    
                    <div class="bg-white border rounded-lg p-4 shadow-sm">
                        <h3 class="text-sm font-medium text-gray-500 mb-2">Distribution des catégories</h3>
                        <div id="categoryDistributionChart" class="h-40">
                            <!-- Chart will be rendered here -->
                            <div class="flex items-center justify-center h-full text-gray-400">
                                <i class="fas fa-chart-pie text-3xl mr-2"></i>
                                <span>Graphique de distribution</span>
                            </div>
                        </div>
                    </div>
                    
                    <div class="bg-white border rounded-lg p-4 shadow-sm">
                        <h3 class="text-sm font-medium text-gray-500 mb-2">Actions</h3>
                        <div class="space-y-2">
                            <button id="exportResultsBtn" class="w-full flex items-center justify-between px-3 py-2 bg-indigo-50 text-indigo-600 rounded hover:bg-indigo-100">
                                <span><i class="fas fa-file-export mr-2"></i>Exporter les résultats</span>
                                <i class="fas fa-chevron-right"></i>
                            </button>
                            <button id="adjustCategoriesBtn" class="w-full flex items-center justify-between px-3 py-2 bg-blue-50 text-blue-600 rounded hover:bg-blue-100">
                                <span><i class="fas fa-edit mr-2"></i>Ajuster les catégories</span>
                                <i class="fas fa-chevron-right"></i>
                            </button>
                            <button id="newClassificationBtn" class="w-full flex items-center justify-between px-3 py-2 bg-gray-100 text-gray-700 rounded hover:bg-gray-200">
                                <span><i class="fas fa-redo mr-2"></i>Nouvelle classification</span>
                                <i class="fas fa-chevron-right"></i>
                            </button>
                        </div>
                    </div>
                </div>
                
                <div class="bg-white border rounded-lg overflow-hidden mb-6">
                    <div class="bg-gray-50 px-4 py-3 border-b flex justify-between items-center">
                        <div class="flex items-center">
                            <span class="font-medium">Résultats détaillés</span>
                            <span class="ml-2 text-xs bg-indigo-100 text-indigo-800 px-2 py-1 rounded-full">1,245 éléments</span>
                        </div>
                        <div class="flex space-x-2">
                            <div class="relative">
                                <input type="text" placeholder="Rechercher..." class="pl-8 pr-3 py-1 border rounded-md text-sm focus:ring-indigo-500 focus:border-indigo-500">
                                <i class="fas fa-search absolute left-2.5 top-1/2 transform -translate-y-1/2 text-gray-400"></i>
                            </div>
                            <select class="border rounded-md text-sm focus:ring-indigo-500 focus:border-indigo-500">
                                <option>Trier par catégorie</option>
                                <option>Trier par confiance</option>
                            </select>
                        </div>
                    </div>
                    <div class="overflow-x-auto">
                        <table class="min-w-full divide-y divide-gray-200">
                            <thead class="bg-gray-100">
                                <tr>
                                    <th class="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Texte original</th>
                                    <th class="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Catégorie</th>
                                    <th class="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Confiance</th>
                                    <th class="px-4 py-2 text-left text-xs font-medium text-gray-500 uppercase">Actions</th>
                                </tr>
                            </thead>
                            <tbody id="resultsTable" class="bg-white divide-y divide-gray-200">
                                <!-- Sample row -->
                                <tr>
                                    <td class="px-4 py-3 text-sm max-w-xs truncate">Ceci est un exemple de texte qui a été classifié dans la catégorie "Exemple"</td>
                                    <td class="px-4 py-3">
                                        <span class="px-2 py-1 bg-indigo-100 text-indigo-800 text-xs rounded-full">Exemple</span>
                                    </td>
                                    <td class="px-4 py-3">
                                        <div class="flex items-center">
                                            <div class="w-16 bg-gray-200 rounded-full h-1.5 mr-2">
                                                <div class="bg-green-500 h-1.5 rounded-full" style="width: 95%"></div>
                                            </div>
                                            <span class="text-xs">95%</span>
                                        </div>
                                    </td>
                                    <td class="px-4 py-3 text-sm">
                                        <button class="text-indigo-600 hover:text-indigo-900 mr-2">
                                            <i class="fas fa-edit"></i>
                                        </button>
                                        <button class="text-red-600 hover:text-red-900">
                                            <i class="fas fa-trash"></i>
                                        </button>
                                    </td>
                                </tr>
                                <!-- More rows will be added here -->
                            </tbody>
                        </table>
                    </div>
                    <div class="bg-gray-50 px-4 py-3 border-t flex items-center justify-between">
                        <div class="text-sm text-gray-500">
                            Affichage de <span class="font-medium">1</span> à <span class="font-medium">10</span> sur <span class="font-medium">1,245</span> résultats
                        </div>
                        <div class="flex space-x-1">
                            <button class="px-3 py-1 border rounded-md text-sm font-medium text-gray-700 bg-white hover:bg-gray-50">
                                Précédent
                            </button>
                            <button class="px-3 py-1 border rounded-md text-sm font-medium bg-indigo-600 text-white">
                                1
                            </button>
                            <button class="px-3 py-1 border rounded-md text-sm font-medium text-gray-700 bg-white hover:bg-gray-50">
                                2
                            </button>
                            <button class="px-3 py-1 border rounded-md text-sm font-medium text-gray-700 bg-white hover:bg-gray-50">
                                Suivant
                            </button>
                        </div>
                    </div>
                </div>
                
                <div class="flex justify-end mt-6">
                    <button id="finishBtn" class="px-6 py-2 bg-indigo-600 text-white rounded-md hover:bg-indigo-700 transition">
                        Terminer <i class="fas fa-check ml-2"></i>
                    </button>
                </div>
            </div>
        </div>
        
        <!-- Help Section -->
        <div class="mt-8 bg-indigo-50 rounded-xl p-6">
            <div class="flex items-start">
                <div class="flex-shrink-0">
                    <i class="fas fa-question-circle text-indigo-500 text-2xl"></i>
                </div>
                <div class="ml-4">
                    <h3 class="text-lg font-medium text-indigo-800">Besoin d'aide ?</h3>
                    <p class="mt-1 text-sm text-indigo-700">
                        Consultez notre <a href="#" class="font-medium underline">guide d'utilisation</a> ou contactez notre <a href="#" class="font-medium underline">support technique</a> pour toute question sur le processus de classification.
                    </p>
                </div>
            </div>
        </div>
    </div>

    <script>
        document.addEventListener('DOMContentLoaded', function() {
            // DOM Elements
            const steps = document.querySelectorAll('.step');
            const stepContents = {
                1: document.getElementById('step-1'),
                2: document.getElementById('step-2'),
                3: document.getElementById('step-3'),
                4: document.getElementById('step-4')
            };
            
            const dropzone = document.getElementById('dropzone');
            const fileInput = document.getElementById('fileInput');
            const selectFileBtn = document.getElementById('selectFileBtn');
            const filePreview = document.getElementById('filePreview');
            const fileName = document.getElementById('fileName');
            const fileSize = document.getElementById('fileSize');
            const columnsList = document.getElementById('columnsList');
            const removeFileBtn = document.getElementById('removeFileBtn');
            
            const nextStep1 = document.getElementById('nextStep1');
            const prevStep2 = document.getElementById('prevStep2');
            const nextStep2 = document.getElementById('nextStep2');
            
            const textColumnSelect = document.getElementById('textColumnSelect');
            const classificationMethod = document.getElementById('classificationMethod');
            const keywordsConfig = document.getElementById('keywordsConfig');
            const aiConfig = document.getElementById('aiConfig');
            const regexConfig = document.getElementById('regexConfig');
            const categoriesContainer = document.getElementById('categoriesContainer');
            const addCategoryBtn = document.getElementById('addCategoryBtn');
            
            const progressText = document.getElementById('progressText');
            const progressSubtext = document.getElementById('progressSubtext');
            const progressBar = document.getElementById('progressBar');
            const progressCircle = document.getElementById('progressCircle');
            const progressDetails = document.getElementById('progressDetails');
            const cancelProcessBtn = document.getElementById('cancelProcessBtn');
            
            // Variables
            let currentStep = 1;
            let file = null;
            
            // Initialize
            updateStepIndicator();
            
            // Event Listeners
            selectFileBtn.addEventListener('click', () => fileInput.click());
            
            fileInput.addEventListener('change', handleFileSelect);
            
            removeFileBtn.addEventListener('click', () => {
                file = null;
                filePreview.classList.add('hidden');
                nextStep1.disabled = true;
                fileInput.value = '';
            });
            
            dropzone.addEventListener('dragover', (e) => {
                e.preventDefault();
                dropzone.classList.add('active');
            });
            
            dropzone.addEventListener('dragleave', () => {
                dropzone.classList.remove('active');
            });
            
            dropzone.addEventListener('drop', (e) => {
                e.preventDefault();
                dropzone.classList.remove('active');
                
                if (e.dataTransfer.files.length) {
                    fileInput.files = e.dataTransfer.files;
                    handleFileSelect({ target: fileInput });
                }
            });
            
            nextStep1.addEventListener('click', () => navigateToStep(2));
            prevStep2.addEventListener('click', () => navigateToStep(1));
            nextStep2.addEventListener('click', () => navigateToStep(3));
            
            classificationMethod.addEventListener('change', updateClassificationMethodUI);
            addCategoryBtn.addEventListener('click', addNewCategory);
            
            // Delegated event listeners for dynamic elements
            categoriesContainer.addEventListener('click', (e) => {
                // Remove category
                if (e.target.closest('.remove-category')) {
                    e.target.closest('.category-group').remove();
                    checkStep2Completion();
                }
                
                // Remove keyword
                if (e.target.closest('.remove-keyword')) {
                    e.target.closest('.keyword-chip').remove();
                }
            });
            
            categoriesContainer.addEventListener('keydown', (e) => {
                // Add keyword on Enter
                if (e.target.classList.contains('keyword-input') && e.key === 'Enter' && e.target.value.trim()) {
                    const keyword = e.target.value.trim();
                    const keywordChip = document.createElement('div');
                    keywordChip.className = 'keyword-chip flex items-center bg-white px-3 py-1 rounded-full text-sm shadow-sm';
                    keywordChip.innerHTML = `
                        <span>${keyword}</span>
                        <button class="remove-keyword ml-1 text-gray-400 hover:text-red-500">
                            <i class="fas fa-times text-xs"></i>
                        </button>
                    `;
                    e.target.before(keywordChip);
                    e.target.value = '';
                    checkStep2Completion();
                }
                
                // Check completion on category name change
                if (e.target.classList.contains('category-name')) {
                    setTimeout(checkStep2Completion, 0);
                }
            });
            
            // Functions
            function handleFileSelect(event) {
                file = event.target.files[0];
                if (!file) return;
                
                fileName.textContent = file.name;
                fileSize.textContent = formatFileSize(file.size);
                
                // Simulate reading file columns (in a real app, you'd parse the file)
                const simulatedColumns = ['ID', 'Texte', 'Date', 'Auteur', 'Référence'];
                columnsList.innerHTML = simulatedColumns.map(col => `
                    <tr>
                        <td class="px-4 py-2 whitespace-nowrap text-sm font-medium text-gray-900">${col}</td>
                    </tr>
                `).join('');
                
                filePreview.classList.remove('hidden');
                nextStep1.disabled = false;
                
                // Populate column select for step 2
                textColumnSelect.innerHTML = '<option value="">Sélectionnez une colonne</option>' + 
                    simulatedColumns.map(col => `<option value="${col}">${col}</option>`).join('');
            }
            
            function formatFileSize(bytes) {
                if (bytes === 0) return '0 Bytes';
                const k = 1024;
                const sizes = ['Bytes', 'KB', 'MB', 'GB'];
                const i = Math.floor(Math.log(bytes) / Math.log(k));
                return parseFloat((bytes / Math.pow(k, i)).toFixed(2)) + ' ' + sizes[i];
            }
            
            function navigateToStep(step) {
                // Validation before leaving current step
                if (currentStep === 2 && step === 3 && !validateStep2()) {
                    return;
                }
                
                // Special handling for step 3 (processing)
                if (step === 3) {
                    startProcessing();
                }
                
                // Hide current step
                stepContents[currentStep].classList.add('hidden');
                
                // Show new step
                stepContents[step].classList.remove('hidden');
                stepContents[step].classList.add('fade-in');
                
                // Update current step
                currentStep = step;
                updateStepIndicator();
            }
            
            function updateStepIndicator() {
                steps.forEach(step => {
                    const stepNum = parseInt(step.dataset.step);
                    const circle = step.querySelector('div');
                    const text = step.querySelector('p');
                    const line = step.querySelector('.absolute');
                    
                    if (stepNum < currentStep) {
                        // Completed step
                        circle.classList.remove('bg-gray-200', 'text-gray-600');
                        circle.classList.add('bg-indigo-600', 'text-white');
                        text.classList.remove('text-gray-500');
                        text.classList.add('text-indigo-600');
                        line.classList.remove('bg-gray-200');
                        line.classList.add('bg-indigo-600');
                    } else if (stepNum === currentStep) {
                        // Current step
                        circle.classList.remove('bg-gray-200', 'text-gray-600');
                        circle.classList.add('bg-indigo-600', 'text-white');
                        text.classList.remove('text-gray-500');
                        text.classList.add('text-indigo-600');
                        line.classList.remove('bg-indigo-600');
                        line.classList.add('bg-gray-200');
                    } else {
                        // Future step
                        circle.classList.remove('bg-indigo-600', 'text-white');
                        circle.classList.add('bg-gray-200', 'text-gray-600');
                        text.classList.remove('text-indigo-600');
                        text.classList.add('text-gray-500');
                        line.classList.remove('bg-indigo-600');
                        line.classList.add('bg-gray-200');
                    }
                });
            }
            
            function updateClassificationMethodUI() {
                const method = classificationMethod.value;
                
                keywordsConfig.classList.add('hidden');
                aiConfig.classList.add('hidden');
                regexConfig.classList.add('hidden');
                
                if (method === 'keywords') {
                    keywordsConfig.classList.remove('hidden');
                } else if (method === 'ai') {
                    aiConfig.classList.remove('hidden');
                } else if (method === 'regex') {
                    regexConfig.classList.remove('hidden');
                }
                
                checkStep2Completion();
            }
            
            function addNewCategory() {
                const categoryGroup = document.createElement('div');
                categoryGroup.className = 'category-group border rounded-lg p-4 bg-gray-50';
                categoryGroup.innerHTML = `
                    <div class="flex justify-between items-center mb-3">
                        <input type="text" placeholder="Nom de la catégorie" class="category-name flex-1 border-b border-gray-300 focus:border-indigo-500 focus:outline-none bg-transparent py-1">
                        <button class="remove-category text-red-500 hover:text-red-700 ml-2">
                            <i class="fas fa-trash"></i>
                        </button>
                    </div>
                    <div class="flex flex-wrap gap-2">
                        <input type="text" placeholder="Ajouter un mot-clé" class="keyword-input flex-1 min-w-[100px] border-b border-gray-300 focus:border-indigo-500 focus:outline-none bg-transparent py-1">
                    </div>
                `;
                categoriesContainer.appendChild(categoryGroup);
                
                // Focus on the new category name input
                categoryGroup.querySelector('.category-name').focus();
            }
            
            function checkStep2Completion() {
                let isComplete = true;
                
                // Check if text column is selected
                if (!textColumnSelect.value) {
                    isComplete = false;
                }
                
                // Check if categories are properly defined (for keyword method)
                if (classificationMethod.value === 'keywords') {
                    const categoryGroups = categoriesContainer.querySelectorAll('.category-group');
                    if (categoryGroups.length === 0) {
                        isComplete = false;
                    } else {
                        categoryGroups.forEach(group => {
                            const name = group.querySelector('.category-name').value.trim();
                            const keywords = group.querySelectorAll('.keyword-chip');
                            
                            if (!name || keywords.length === 0) {
                                isComplete = false;
                            }
                        });
                    }
                }
                
                nextStep2.disabled = !isComplete;
            }
            
            function validateStep2() {
                // In a real app, this would do more thorough validation
                return !nextStep2.disabled;
            }
            
            function startProcessing() {
                progressText.textContent = "Classification en cours...";
                progressSubtext.textContent = "Analyse des données textuelles";
                progressDetails.classList.add('hidden');
                
                let progress = 0;
                const interval = setInterval(() => {
                    progress += Math.random() * 5;
                    if (progress > 100) progress = 100;
                    
                    progressBar.style.width = `${progress}%`;
                    progressCircle.style.strokeDashoffset = 283 * (1 - progress/100);
                    
                    // Update progress details
                    if (progress > 30 && progress < 70) {
                        progressText.textContent = "Identification des catégories...";
                        progressSubtext.textContent = "Analyse des motifs récurrents";
                    } else if (progress >= 70) {
                        progressText.textContent = "Finalisation des résultats...";
                        progressSubtext.textContent = "Préparation des données pour l'affichage";
                        progressDetails.classList.remove('hidden');
                        
                        document.getElementById('processedRows').textContent = 
                            `${Math.floor(progress * 12.45)}/1245`;
                        document.getElementById('identifiedCategories').textContent = 
                            `${Math.floor(progress / 15)}`;
                        document.getElementById('averageConfidence').textContent = 
                            `${Math.min(95, Math.floor(70 + progress / 3))}%`;
                    }
                    
                    if (progress === 100) {
                        clearInterval(interval);
                        setTimeout(() => {
                            navigateToStep(4);
                        }, 1000);
                    }
                }, 300);
                
                cancelProcessBtn.addEventListener('click', () => {
                    clearInterval(interval);
                    navigateToStep(2);
                }, { once: true });
            }
            
            // Initialize step 2 validation
            textColumnSelect.addEventListener('change', checkStep2Completion);
        });
    </script>
<p style="border-radius: 8px; text-align: center; font-size: 12px; color: #fff; margin-top: 16px;position: fixed; left: 8px; bottom: 8px; z-index: 10; background: rgba(0, 0, 0, 0.8); padding: 4px 8px;">Made with <img src="https://enzostvs-deepsite.hf.space/logo.svg" alt="DeepSite Logo" style="width: 16px; height: 16px; vertical-align: middle;display:inline-block;margin-right:3px;filter:brightness(0) invert(1);"><a href="https://enzostvs-deepsite.hf.space" style="color: #fff;text-decoration: underline;" target="_blank" >DeepSite</a> - 🧬 <a href="https://enzostvs-deepsite.hf.space?remix=simondh/classifications" style="color: #fff;text-decoration: underline;" target="_blank" >Remix</a></p></body>
</html>