django phase 3 and 4

backend/igny8_core/admin/apps.py

@@ -66,8 +66,8 @@ class Igny8AdminConfig(AdminConfig):
     def _setup_celery_admin(self):
         """Setup enhanced Celery admin with proper unregister/register"""
         try:
-            from django_celery_results.models import TaskResult
-            from igny8_core.admin.celery_admin import CeleryTaskResultAdmin
+            from django_celery_results.models import TaskResult, GroupResult
+            from igny8_core.admin.celery_admin import CeleryTaskResultAdmin, CeleryGroupResultAdmin
             
             # Unregister the default TaskResult admin
             try:
@@ -75,8 +75,15 @@ class Igny8AdminConfig(AdminConfig):
             except admin.sites.NotRegistered:
                 pass
             
-            # Register our enhanced version
+            # Unregister the default GroupResult admin
+            try:
+                admin.site.unregister(GroupResult)
+            except admin.sites.NotRegistered:
+                pass
+            
+            # Register our enhanced versions
             admin.site.register(TaskResult, CeleryTaskResultAdmin)
+            admin.site.register(GroupResult, CeleryGroupResultAdmin)
         except Exception as e:
             # Log the error but don't crash the app
             import logging

backend/igny8_core/admin/celery_admin.py

@@ -4,9 +4,10 @@ Celery Task Monitoring Admin - Unfold Style
 from django.contrib import admin
 from django.utils.html import format_html
 from django.contrib import messages
-from django_celery_results.models import TaskResult
+from django_celery_results.models import TaskResult, GroupResult
 from unfold.admin import ModelAdmin
 from unfold.contrib.filters.admin import RangeDateFilter
+from celery import current_app
 
 
 class CeleryTaskResultAdmin(ModelAdmin):
@@ -79,12 +80,15 @@ class CeleryTaskResultAdmin(ModelAdmin):
             seconds = duration.total_seconds()
             
             if seconds < 1:
-                return format_html('<span style="color: #0bbf87;">{:.2f}ms</span>', seconds * 1000)
+                time_str = f'{seconds * 1000:.2f}ms'
+                return format_html('<span style="color: #0bbf87;">{}</span>', time_str)
             elif seconds < 60:
-                return format_html('<span style="color: #0693e3;">{:.2f}s</span>', seconds)
+                time_str = f'{seconds:.2f}s'
+                return format_html('<span style="color: #0693e3;">{}</span>', time_str)
             else:
                 minutes = seconds / 60
-                return format_html('<span style="color: #ff7a00;">{:.1f}m</span>', minutes)
+                time_str = f'{minutes:.1f}m'
+                return format_html('<span style="color: #ff7a00;">{}</span>', time_str)
         return '-'
     execution_time.short_description = 'Duration'
     
@@ -143,9 +147,9 @@ class CeleryTaskResultAdmin(ModelAdmin):
         count = old_tasks.count()
         old_tasks.delete()
         
-        self.message_user(request, f'🗑️ Cleared {count} old task(s)', messages.SUCCESS)
+        self.message_user(request, f'Cleared {count} old task(s)', messages.SUCCESS)
     
-    clear_old_tasks.short_description = '🗑️ Clear Old Tasks (30+ days)'
+    clear_old_tasks.short_description = 'Clear Old Tasks (30+ days)'
     
     def has_add_permission(self, request):
         """Disable manual task creation"""
@@ -154,3 +158,56 @@ class CeleryTaskResultAdmin(ModelAdmin):
     def has_change_permission(self, request, obj=None):
         """Make read-only"""
         return False
+
+
+class CeleryGroupResultAdmin(ModelAdmin):
+    """Admin interface for monitoring Celery group results with Unfold styling"""
+    
+    list_display = [
+        'group_id',
+        'date_created',
+        'date_done',
+        'result_count',
+    ]
+    list_filter = [
+        ('date_created', RangeDateFilter),
+        ('date_done', RangeDateFilter),
+    ]
+    search_fields = ['group_id', 'result']
+    readonly_fields = [
+        'group_id', 'date_created', 'date_done', 'content_type',
+        'content_encoding', 'result'
+    ]
+    date_hierarchy = 'date_created'
+    ordering = ['-date_created']
+    
+    fieldsets = (
+        ('Group Information', {
+            'fields': ('group_id', 'date_created', 'date_done')
+        }),
+        ('Result Details', {
+            'fields': ('content_type', 'content_encoding', 'result'),
+            'classes': ('collapse',)
+        }),
+    )
+    
+    def result_count(self, obj):
+        """Count tasks in the group"""
+        if obj.result:
+            try:
+                import json
+                result_data = json.loads(obj.result) if isinstance(obj.result, str) else obj.result
+                if isinstance(result_data, list):
+                    return len(result_data)
+            except:
+                pass
+        return '-'
+    result_count.short_description = 'Task Count'
+    
+    def has_add_permission(self, request):
+        """Disable manual group result creation"""
+        return False
+    
+    def has_change_permission(self, request, obj=None):
+        """Make read-only"""
+        return False

backend/igny8_core/admin/reports.py

@@ -0,0 +1,253 @@
+"""
+Analytics & Reporting Views for IGNY8 Admin
+"""
+from django.contrib.admin.views.decorators import staff_member_required
+from django.shortcuts import render
+from django.db.models import Count, Sum, Avg, Q
+from django.utils import timezone
+from datetime import timedelta
+import json
+
+
+@staff_member_required
+def revenue_report(request):
+    """Revenue and billing analytics"""
+    from igny8_core.business.billing.models import Payment
+    from igny8_core.auth.models import Plan
+    
+    # Date ranges
+    today = timezone.now()
+    months = []
+    monthly_revenue = []
+    
+    for i in range(6):
+        month_start = today.replace(day=1) - timedelta(days=30*i)
+        month_end = month_start.replace(day=28) + timedelta(days=4)
+        
+        revenue = Payment.objects.filter(
+            status='succeeded',
+            processed_at__gte=month_start,
+            processed_at__lt=month_end
+        ).aggregate(total=Sum('amount'))['total'] or 0
+        
+        months.insert(0, month_start.strftime('%b %Y'))
+        monthly_revenue.insert(0, float(revenue))
+    
+    # Plan distribution
+    plan_distribution = Plan.objects.annotate(
+        account_count=Count('account')
+    ).values('name', 'account_count')
+    
+    # Payment method breakdown
+    payment_methods = Payment.objects.filter(
+        status='succeeded'
+    ).values('payment_method').annotate(
+        count=Count('id'),
+        total=Sum('amount')
+    ).order_by('-total')
+    
+    # Total revenue all time
+    total_revenue = Payment.objects.filter(
+        status='succeeded'
+    ).aggregate(total=Sum('amount'))['total'] or 0
+    
+    context = {
+        'title': 'Revenue Report',
+        'months': json.dumps(months),
+        'monthly_revenue': json.dumps(monthly_revenue),
+        'plan_distribution': list(plan_distribution),
+        'payment_methods': list(payment_methods),
+        'total_revenue': float(total_revenue),
+    }
+    
+    # Merge with admin context
+    from igny8_core.admin.site import admin_site
+    admin_context = admin_site.each_context(request)
+    context.update(admin_context)
+    
+    return render(request, 'admin/reports/revenue.html', context)
+
+
+@staff_member_required
+def usage_report(request):
+    """Credit usage and AI operations analytics"""
+    from igny8_core.business.billing.models import CreditUsageLog
+    
+    # Usage by operation type
+    usage_by_operation = CreditUsageLog.objects.values(
+        'operation_type'
+    ).annotate(
+        total_credits=Sum('credits_used'),
+        total_cost=Sum('cost_usd'),
+        operation_count=Count('id')
+    ).order_by('-total_credits')
+    
+    # Top credit consumers
+    top_consumers = CreditUsageLog.objects.values(
+        'account__name'
+    ).annotate(
+        total_credits=Sum('credits_used'),
+        operation_count=Count('id')
+    ).order_by('-total_credits')[:10]
+    
+    # Model usage distribution
+    model_usage = CreditUsageLog.objects.values(
+        'model_used'
+    ).annotate(
+        usage_count=Count('id')
+    ).order_by('-usage_count')
+    
+    # Total credits used
+    total_credits = CreditUsageLog.objects.aggregate(
+        total=Sum('credits_used')
+    )['total'] or 0
+    
+    context = {
+        'title': 'Usage Report',
+        'usage_by_operation': list(usage_by_operation),
+        'top_consumers': list(top_consumers),
+        'model_usage': list(model_usage),
+        'total_credits': int(total_credits),
+    }
+    
+    # Merge with admin context
+    from igny8_core.admin.site import admin_site
+    admin_context = admin_site.each_context(request)
+    context.update(admin_context)
+    
+    return render(request, 'admin/reports/usage.html', context)
+
+
+@staff_member_required
+def content_report(request):
+    """Content production analytics"""
+    from igny8_core.modules.writer.models import Content, Tasks
+    
+    # Content by type
+    content_by_type = Content.objects.values(
+        'content_type'
+    ).annotate(count=Count('id')).order_by('-count')
+    
+    # Production timeline (last 30 days)
+    days = []
+    daily_counts = []
+    for i in range(30):
+        day = timezone.now().date() - timedelta(days=i)
+        count = Content.objects.filter(created_at__date=day).count()
+        days.insert(0, day.strftime('%m/%d'))
+        daily_counts.insert(0, count)
+    
+    # Average word count by content type
+    avg_words = Content.objects.values('content_type').annotate(
+        avg_words=Avg('word_count')
+    ).order_by('-avg_words')
+    
+    # Task completion rate
+    total_tasks = Tasks.objects.count()
+    completed_tasks = Tasks.objects.filter(status='completed').count()
+    completion_rate = (completed_tasks / total_tasks * 100) if total_tasks > 0 else 0
+    
+    # Total content produced
+    total_content = Content.objects.count()
+    
+    context = {
+        'title': 'Content Production Report',
+        'content_by_type': list(content_by_type),
+        'days': json.dumps(days),
+        'daily_counts': json.dumps(daily_counts),
+        'avg_words': list(avg_words),
+        'completion_rate': round(completion_rate, 1),
+        'total_content': total_content,
+        'total_tasks': total_tasks,
+        'completed_tasks': completed_tasks,
+    }
+    
+    # Merge with admin context
+    from igny8_core.admin.site import admin_site
+    admin_context = admin_site.each_context(request)
+    context.update(admin_context)
+    
+    return render(request, 'admin/reports/content.html', context)
+
+
+@staff_member_required
+def data_quality_report(request):
+    """Check data quality and integrity"""
+    issues = []
+    
+    # Orphaned content (no site)
+    from igny8_core.modules.writer.models import Content
+    orphaned_content = Content.objects.filter(site__isnull=True).count()
+    if orphaned_content > 0:
+        issues.append({
+            'severity': 'warning',
+            'type': 'Orphaned Records',
+            'count': orphaned_content,
+            'description': 'Content items without assigned site',
+            'action_url': '/admin/writer/content/?site__isnull=True'
+        })
+    
+    # Tasks without clusters
+    from igny8_core.modules.writer.models import Tasks
+    tasks_no_cluster = Tasks.objects.filter(cluster__isnull=True).count()
+    if tasks_no_cluster > 0:
+        issues.append({
+            'severity': 'info',
+            'type': 'Missing Relationships',
+            'count': tasks_no_cluster,
+            'description': 'Tasks without assigned cluster',
+            'action_url': '/admin/writer/tasks/?cluster__isnull=True'
+        })
+    
+    # Accounts with negative credits
+    from igny8_core.auth.models import Account
+    negative_credits = Account.objects.filter(credits__lt=0).count()
+    if negative_credits > 0:
+        issues.append({
+            'severity': 'error',
+            'type': 'Data Integrity',
+            'count': negative_credits,
+            'description': 'Accounts with negative credit balance',
+            'action_url': '/admin/igny8_core_auth/account/?credits__lt=0'
+        })
+    
+    # Duplicate keywords
+    from igny8_core.modules.planner.models import Keywords
+    duplicates = Keywords.objects.values('keyword', 'site', 'sector').annotate(
+        count=Count('id')
+    ).filter(count__gt=1).count()
+    if duplicates > 0:
+        issues.append({
+            'severity': 'warning',
+            'type': 'Duplicates',
+            'count': duplicates,
+            'description': 'Duplicate keywords for same site/sector',
+            'action_url': '/admin/planner/keywords/'
+        })
+    
+    # Content without SEO data
+    no_seo = Content.objects.filter(
+        Q(meta_title__isnull=True) | Q(meta_title='') |
+        Q(meta_description__isnull=True) | Q(meta_description='')
+    ).count()
+    if no_seo > 0:
+        issues.append({
+            'severity': 'info',
+            'type': 'Incomplete Data',
+            'count': no_seo,
+            'description': 'Content missing SEO metadata',
+            'action_url': '/admin/writer/content/'
+        })
+    
+    context = {
+        'title': 'Data Quality Report',
+        'issues': issues,
+        'total_issues': len(issues),
+    }
+    
+    # Merge with admin context
+    from igny8_core.admin.site import admin_site
+    admin_context = admin_site.each_context(request)
+    context.update(admin_context)
+    
+    return render(request, 'admin/reports/data_quality.html', context)

backend/igny8_core/admin/site.py

@@ -21,16 +21,26 @@ class Igny8AdminSite(UnfoldAdminSite):
     index_title = 'IGNY8 Administration'
     
     def get_urls(self):
-        """Get admin URLs with dashboard available at /admin/dashboard/"""
+        """Get admin URLs with dashboard and reports available"""
         from django.urls import path
         from .dashboard import admin_dashboard
+        from .reports import revenue_report, usage_report, content_report, data_quality_report
         
         urls = super().get_urls()
         custom_urls = [
             path('dashboard/', self.admin_view(admin_dashboard), name='dashboard'),
+            path('reports/revenue/', self.admin_view(revenue_report), name='report_revenue'),
+            path('reports/usage/', self.admin_view(usage_report), name='report_usage'),
+            path('reports/content/', self.admin_view(content_report), name='report_content'),
+            path('reports/data-quality/', self.admin_view(data_quality_report), name='report_data_quality'),
         ]
         return custom_urls + urls
     
+    def index(self, request, extra_context=None):
+        """Redirect to custom dashboard"""
+        from django.shortcuts import redirect
+        return redirect('admin:dashboard')
+    
     def get_sidebar_list(self, request):
         """
         Override Unfold's get_sidebar_list to return our custom app groups

backend/igny8_core/templates/admin/reports/content.html

@@ -0,0 +1,117 @@
+{% extends "admin/base_site.html" %}
+{% load static %}
+
+{% block content %}
+<div class="px-6 py-4">
+    <!-- Page Header -->
+    <div class="mb-8">
+        <h1 class="text-3xl font-bold text-gray-900 dark:text-white mb-2">Content Production Report</h1>
+        <p class="text-gray-600 dark:text-gray-400">Content creation metrics and task completion analytics</p>
+    </div>
+
+    <!-- Summary Cards -->
+    <div class="grid grid-cols-1 md:grid-cols-4 gap-6 mb-8">
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Total Content</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ total_content }}</p>
+        </div>
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Total Tasks</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ total_tasks }}</p>
+        </div>
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Completed</h3>
+            <p class="text-3xl font-bold text-green-600">{{ completed_tasks }}</p>
+        </div>
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Completion Rate</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ completion_rate }}%</p>
+        </div>
+    </div>
+
+    <!-- Production Timeline -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6 mb-8">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Daily Production (Last 30 Days)</h2>
+        <canvas id="productionChart" height="80"></canvas>
+    </div>
+
+    <!-- Content by Type -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6 mb-8">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Content by Type</h2>
+        <div class="overflow-x-auto">
+            <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700">
+                <thead>
+                    <tr>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Content Type</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Count</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-gray-200 dark:divide-gray-700">
+                    {% for content in content_by_type %}
+                    <tr>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-white">{{ content.content_type|default:"Unknown" }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ content.count }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+    </div>
+
+    <!-- Average Word Count -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Average Word Count by Type</h2>
+        <div class="overflow-x-auto">
+            <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700">
+                <thead>
+                    <tr>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Content Type</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Avg Words</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-gray-200 dark:divide-gray-700">
+                    {% for avg in avg_words %}
+                    <tr>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-white">{{ avg.content_type|default:"Unknown" }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ avg.avg_words|floatformat:0 }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+    </div>
+</div>
+
+<script src="https://cdn.jsdelivr.net/npm/chart.js@4.4.0/dist/chart.umd.min.js"></script>
+<script>
+const ctx = document.getElementById('productionChart');
+new Chart(ctx, {
+    type: 'bar',
+    data: {
+        labels: {{ days|safe }},
+        datasets: [{
+            label: 'Content Produced',
+            data: {{ daily_counts|safe }},
+            backgroundColor: '#0bbf87',
+            borderColor: '#0bbf87',
+            borderWidth: 1
+        }]
+    },
+    options: {
+        responsive: true,
+        maintainAspectRatio: true,
+        plugins: {
+            legend: {
+                display: true,
+                position: 'top',
+            }
+        },
+        scales: {
+            y: {
+                beginAtZero: true
+            }
+        }
+    }
+});
+</script>
+{% endblock %}

backend/igny8_core/templates/admin/reports/data_quality.html

@@ -0,0 +1,91 @@
+{% extends "admin/base_site.html" %}
+{% load static %}
+
+{% block content %}
+<div class="px-6 py-4">
+    <!-- Page Header -->
+    <div class="mb-8">
+        <h1 class="text-3xl font-bold text-gray-900 dark:text-white mb-2">Data Quality Report</h1>
+        <p class="text-gray-600 dark:text-gray-400">System integrity and data quality checks</p>
+    </div>
+
+    <!-- Summary Card -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6 mb-8">
+        <div class="flex items-center justify-between">
+            <div>
+                <h3 class="text-lg font-semibold text-gray-900 dark:text-white mb-2">Total Issues Found</h3>
+                <p class="text-4xl font-bold {% if total_issues == 0 %}text-green-600{% elif total_issues < 5 %}text-yellow-600{% else %}text-red-600{% endif %}">
+                    {{ total_issues }}
+                </p>
+            </div>
+            {% if total_issues == 0 %}
+            <div class="text-green-600">
+                <svg class="w-16 h-16" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                    <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z"></path>
+                </svg>
+            </div>
+            {% endif %}
+        </div>
+    </div>
+
+    <!-- Issues List -->
+    {% if issues %}
+    <div class="space-y-4">
+        {% for issue in issues %}
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow overflow-hidden">
+            <div class="p-6">
+                <div class="flex items-start justify-between mb-4">
+                    <div class="flex items-center">
+                        {% if issue.severity == 'error' %}
+                        <div class="flex-shrink-0 w-12 h-12 bg-red-100 dark:bg-red-900 rounded-lg flex items-center justify-center mr-4">
+                            <svg class="w-6 h-6 text-red-600 dark:text-red-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                                <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z"></path>
+                            </svg>
+                        </div>
+                        {% elif issue.severity == 'warning' %}
+                        <div class="flex-shrink-0 w-12 h-12 bg-yellow-100 dark:bg-yellow-900 rounded-lg flex items-center justify-center mr-4">
+                            <svg class="w-6 h-6 text-yellow-600 dark:text-yellow-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                                <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z"></path>
+                            </svg>
+                        </div>
+                        {% else %}
+                        <div class="flex-shrink-0 w-12 h-12 bg-blue-100 dark:bg-blue-900 rounded-lg flex items-center justify-center mr-4">
+                            <svg class="w-6 h-6 text-blue-600 dark:text-blue-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                                <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 16h-1v-4h-1m1-4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path>
+                            </svg>
+                        </div>
+                        {% endif %}
+                        <div>
+                            <h3 class="text-lg font-semibold text-gray-900 dark:text-white">{{ issue.type }}</h3>
+                            <p class="text-sm text-gray-600 dark:text-gray-400 mt-1">{{ issue.description }}</p>
+                        </div>
+                    </div>
+                    <div class="flex items-center">
+                        <span class="inline-flex items-center px-3 py-1 rounded-full text-sm font-medium {% if issue.severity == 'error' %}bg-red-100 text-red-800 dark:bg-red-900 dark:text-red-200{% elif issue.severity == 'warning' %}bg-yellow-100 text-yellow-800 dark:bg-yellow-900 dark:text-yellow-200{% else %}bg-blue-100 text-blue-800 dark:bg-blue-900 dark:text-blue-200{% endif %}">
+                            {{ issue.count }} issue{{ issue.count|pluralize }}
+                        </span>
+                    </div>
+                </div>
+                <div class="flex justify-end">
+                    <a href="{{ issue.action_url }}" class="inline-flex items-center px-4 py-2 border border-transparent text-sm font-medium rounded-md text-white bg-blue-600 hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-blue-500">
+                        Review & Fix
+                        <svg class="ml-2 -mr-1 w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7"></path>
+                        </svg>
+                    </a>
+                </div>
+            </div>
+        </div>
+        {% endfor %}
+    </div>
+    {% else %}
+    <div class="bg-green-50 dark:bg-green-900 border border-green-200 dark:border-green-700 rounded-lg p-8 text-center">
+        <svg class="mx-auto w-16 h-16 text-green-600 dark:text-green-400 mb-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z"></path>
+        </svg>
+        <h3 class="text-xl font-semibold text-green-900 dark:text-green-100 mb-2">All Clear!</h3>
+        <p class="text-green-700 dark:text-green-300">No data quality issues found. Your system is healthy.</p>
+    </div>
+    {% endif %}
+</div>
+{% endblock %}

backend/igny8_core/templates/admin/reports/revenue.html

@@ -0,0 +1,115 @@
+{% extends "admin/base_site.html" %}
+{% load static %}
+
+{% block content %}
+<div class="px-6 py-4">
+    <!-- Page Header -->
+    <div class="mb-8">
+        <h1 class="text-3xl font-bold text-gray-900 dark:text-white mb-2">Revenue Report</h1>
+        <p class="text-gray-600 dark:text-gray-400">Financial performance and billing analytics</p>
+    </div>
+
+    <!-- Summary Cards -->
+    <div class="grid grid-cols-1 md:grid-cols-3 gap-6 mb-8">
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Total Revenue</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">${{ total_revenue|floatformat:2 }}</p>
+        </div>
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Payment Methods</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ payment_methods|length }}</p>
+        </div>
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Active Plans</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ plan_distribution|length }}</p>
+        </div>
+    </div>
+
+    <!-- Revenue Chart -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6 mb-8">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Monthly Revenue (Last 6 Months)</h2>
+        <canvas id="revenueChart" height="80"></canvas>
+    </div>
+
+    <!-- Plan Distribution -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6 mb-8">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Plan Distribution</h2>
+        <div class="overflow-x-auto">
+            <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700">
+                <thead>
+                    <tr>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Plan Name</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Accounts</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-gray-200 dark:divide-gray-700">
+                    {% for plan in plan_distribution %}
+                    <tr>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ plan.name }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ plan.account_count }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+    </div>
+
+    <!-- Payment Methods -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Payment Methods</h2>
+        <div class="overflow-x-auto">
+            <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700">
+                <thead>
+                    <tr>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Method</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Count</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Total</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-gray-200 dark:divide-gray-700">
+                    {% for method in payment_methods %}
+                    <tr>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ method.payment_method|default:"Unknown" }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ method.count }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">${{ method.total|floatformat:2 }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+    </div>
+</div>
+
+<script src="https://cdn.jsdelivr.net/npm/chart.js@4.4.0/dist/chart.umd.min.js"></script>
+<script>
+const ctx = document.getElementById('revenueChart');
+new Chart(ctx, {
+    type: 'line',
+    data: {
+        labels: {{ months|safe }},
+        datasets: [{
+            label: 'Revenue ($)',
+            data: {{ monthly_revenue|safe }},
+            borderColor: '#0693e3',
+            backgroundColor: 'rgba(6, 147, 227, 0.1)',
+            tension: 0.4
+        }]
+    },
+    options: {
+        responsive: true,
+        maintainAspectRatio: true,
+        plugins: {
+            legend: {
+                display: true,
+                position: 'top',
+            }
+        },
+        scales: {
+            y: {
+                beginAtZero: true
+            }
+        }
+    }
+});
+</script>
+{% endblock %}

backend/igny8_core/templates/admin/reports/usage.html

@@ -0,0 +1,103 @@
+{% extends "admin/base_site.html" %}
+{% load static %}
+
+{% block content %}
+<div class="px-6 py-4">
+    <!-- Page Header -->
+    <div class="mb-8">
+        <h1 class="text-3xl font-bold text-gray-900 dark:text-white mb-2">Usage Report</h1>
+        <p class="text-gray-600 dark:text-gray-400">Credit usage and AI operations analytics</p>
+    </div>
+
+    <!-- Summary Cards -->
+    <div class="grid grid-cols-1 md:grid-cols-3 gap-6 mb-8">
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Total Credits Used</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ total_credits|floatformat:0 }}</p>
+        </div>
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Operation Types</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ usage_by_operation|length }}</p>
+        </div>
+        <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+            <h3 class="text-sm font-medium text-gray-500 dark:text-gray-400 mb-2">Active Accounts</h3>
+            <p class="text-3xl font-bold text-gray-900 dark:text-white">{{ top_consumers|length }}</p>
+        </div>
+    </div>
+
+    <!-- Usage by Operation Type -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6 mb-8">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Usage by Operation Type</h2>
+        <div class="overflow-x-auto">
+            <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700">
+                <thead>
+                    <tr>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Operation</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Credits Used</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Cost (USD)</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Operations</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-gray-200 dark:divide-gray-700">
+                    {% for usage in usage_by_operation %}
+                    <tr>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-white">{{ usage.operation_type }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ usage.total_credits|floatformat:0 }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">${{ usage.total_cost|floatformat:2 }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ usage.operation_count }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+    </div>
+
+    <!-- Top Credit Consumers -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6 mb-8">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Top Credit Consumers</h2>
+        <div class="overflow-x-auto">
+            <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700">
+                <thead>
+                    <tr>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Account</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Total Credits</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Operations</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-gray-200 dark:divide-gray-700">
+                    {% for consumer in top_consumers %}
+                    <tr>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-white">{{ consumer.account__name }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ consumer.total_credits|floatformat:0 }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ consumer.operation_count }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+    </div>
+
+    <!-- Model Usage Distribution -->
+    <div class="bg-white dark:bg-gray-800 rounded-lg shadow p-6">
+        <h2 class="text-xl font-semibold text-gray-900 dark:text-white mb-4">Model Usage Distribution</h2>
+        <div class="overflow-x-auto">
+            <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700">
+                <thead>
+                    <tr>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Model</th>
+                        <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">Usage Count</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-gray-200 dark:divide-gray-700">
+                    {% for model in model_usage %}
+                    <tr>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-white">{{ model.model_used }}</td>
+                        <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-900 dark:text-white">{{ model.usage_count }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+    </div>
+</div>
+{% endblock %}