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cod_management.py
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323 lines (262 loc) · 11.8 KB
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from flask import Blueprint, jsonify, request
from src.models.management import CODOrder, CODRiskLevel, OrderStatus, db
from src.services.fraud_detection_service import FraudDetectionService
from src.services.verification_service import VerificationService
from datetime import datetime, timedelta
cod_management_bp = Blueprint('cod_management', __name__)
# Initialisation des services
fraud_detection_service = FraudDetectionService()
verification_service = VerificationService()
@cod_management_bp.route('/cod-orders', methods=['GET'])
def get_cod_orders():
"""
Récupérer la liste des commandes COD
"""
try:
page = int(request.args.get('page', 1))
per_page = int(request.args.get('per_page', 20))
risk_level = request.args.get('risk_level')
status = request.args.get('status')
verification_required = request.args.get('verification_required')
query = CODOrder.query
if risk_level:
query = query.filter(CODOrder.risk_level == CODRiskLevel(risk_level))
if status:
query = query.filter(CODOrder.status == OrderStatus(status))
if verification_required is not None:
query = query.filter(CODOrder.verification_required == (verification_required.lower() == 'true'))
# Trier par score de risque (plus élevé en premier) puis par date
query = query.order_by(CODOrder.risk_score.desc(), CODOrder.created_at.desc())
orders = query.paginate(
page=page,
per_page=per_page,
error_out=False
)
return jsonify({
'orders': [order.to_dict() for order in orders.items],
'total': orders.total,
'pages': orders.pages,
'current_page': page,
'per_page': per_page
})
except Exception as e:
return jsonify({'error': str(e)}), 500
@cod_management_bp.route('/cod-orders', methods=['POST'])
def create_cod_order():
"""
Créer une nouvelle commande COD avec analyse de risque
"""
try:
data = request.json
# Validation des données requises
required_fields = ['order_id', 'customer_name', 'customer_phone', 'delivery_address', 'city', 'order_value']
for field in required_fields:
if field not in data:
return jsonify({'error': f'Champ requis manquant: {field}'}), 400
# Vérifier si la commande existe déjà
existing_order = CODOrder.query.filter_by(order_id=data['order_id']).first()
if existing_order:
return jsonify({'error': 'Commande déjà enregistrée'}), 409
# Créer la commande COD
order = CODOrder(
order_id=data['order_id'],
customer_name=data['customer_name'],
customer_phone=data['customer_phone'],
customer_email=data.get('customer_email'),
delivery_address=data['delivery_address'],
city=data['city'],
postal_code=data.get('postal_code'),
order_value=data['order_value'],
currency=data.get('currency', 'DZD'),
notes=data.get('notes')
)
# Analyser le risque de fraude
risk_analysis = fraud_detection_service.analyze_order(order)
order.risk_score = risk_analysis['score']
order.risk_level = CODRiskLevel(risk_analysis['level'])
order.risk_factors = risk_analysis['factors']
order.verification_required = risk_analysis['verification_required']
db.session.add(order)
db.session.commit()
# Si vérification requise, déclencher le processus
if order.verification_required:
verification_service.initiate_verification(order.id)
return jsonify(order.to_dict()), 201
except Exception as e:
db.session.rollback()
return jsonify({'error': str(e)}), 500
@cod_management_bp.route('/cod-orders/<int:order_id>/verify', methods=['POST'])
def verify_order(order_id):
"""
Déclencher la vérification d'une commande COD
"""
try:
order = CODOrder.query.get_or_404(order_id)
data = request.json
verification_method = data.get('method', 'phone_call') # 'phone_call', 'sms', 'whatsapp'
# Déclencher la vérification
result = verification_service.verify_order(order.id, verification_method)
# Mettre à jour le statut de vérification
order.verification_attempts += 1
order.updated_at = datetime.utcnow()
if result['success']:
order.verification_status = 'verified'
order.verified_at = datetime.utcnow()
order.status = OrderStatus.CONFIRMED
else:
order.verification_status = 'failed'
db.session.commit()
return jsonify({
'message': 'Vérification initiée',
'result': result,
'order': order.to_dict()
})
except Exception as e:
return jsonify({'error': str(e)}), 500
@cod_management_bp.route('/cod-orders/<int:order_id>/status', methods=['PUT'])
def update_order_status(order_id):
"""
Mettre à jour le statut d'une commande COD
"""
try:
order = CODOrder.query.get_or_404(order_id)
data = request.json
new_status = data.get('status')
notes = data.get('notes')
if new_status:
order.status = OrderStatus(new_status)
if notes:
order.notes = notes
order.updated_at = datetime.utcnow()
db.session.commit()
return jsonify({
'message': 'Statut mis à jour',
'order': order.to_dict()
})
except Exception as e:
return jsonify({'error': str(e)}), 500
@cod_management_bp.route('/cod-orders/risk-analysis', methods=['GET'])
def get_risk_analysis():
"""
Obtenir l'analyse des risques COD
"""
try:
# Période d'analyse (par défaut 30 derniers jours)
days = int(request.args.get('days', 30))
start_date = datetime.utcnow() - timedelta(days=days)
# Statistiques par niveau de risque
risk_stats = {}
for risk_level in CODRiskLevel:
count = CODOrder.query.filter(
CODOrder.created_at >= start_date,
CODOrder.risk_level == risk_level
).count()
# Taux de fraude confirmée pour ce niveau
fraud_count = CODOrder.query.filter(
CODOrder.created_at >= start_date,
CODOrder.risk_level == risk_level,
CODOrder.status == OrderStatus.CANCELLED,
CODOrder.notes.contains('fraude')
).count()
fraud_rate = (fraud_count / count * 100) if count > 0 else 0
risk_stats[risk_level.value] = {
'count': count,
'fraud_count': fraud_count,
'fraud_rate': round(fraud_rate, 2)
}
# Statistiques de vérification
total_orders = CODOrder.query.filter(CODOrder.created_at >= start_date).count()
verification_required = CODOrder.query.filter(
CODOrder.created_at >= start_date,
CODOrder.verification_required == True
).count()
verified_orders = CODOrder.query.filter(
CODOrder.created_at >= start_date,
CODOrder.verification_status == 'verified'
).count()
failed_verifications = CODOrder.query.filter(
CODOrder.created_at >= start_date,
CODOrder.verification_status == 'failed'
).count()
# Top facteurs de risque
risk_factors_analysis = fraud_detection_service.get_risk_factors_analysis(start_date)
return jsonify({
'period_days': days,
'total_orders': total_orders,
'risk_distribution': risk_stats,
'verification_stats': {
'verification_required': verification_required,
'verification_rate': round((verification_required / total_orders * 100) if total_orders > 0 else 0, 2),
'verified_orders': verified_orders,
'failed_verifications': failed_verifications,
'verification_success_rate': round((verified_orders / verification_required * 100) if verification_required > 0 else 0, 2)
},
'top_risk_factors': risk_factors_analysis
})
except Exception as e:
return jsonify({'error': str(e)}), 500
@cod_management_bp.route('/cod-orders/fraud-report', methods=['POST'])
def report_fraud():
"""
Signaler une commande comme frauduleuse
"""
try:
data = request.json
order_id = data.get('order_id')
fraud_type = data.get('fraud_type', 'confirmed')
details = data.get('details', '')
order = CODOrder.query.filter_by(order_id=order_id).first()
if not order:
return jsonify({'error': 'Commande non trouvée'}), 404
# Mettre à jour le statut et les notes
order.status = OrderStatus.CANCELLED
order.notes = f"FRAUDE CONFIRMÉE - Type: {fraud_type} - Détails: {details}"
order.updated_at = datetime.utcnow()
# Mettre à jour le modèle de détection de fraude
fraud_detection_service.update_fraud_model(order, fraud_type, details)
db.session.commit()
return jsonify({
'message': 'Fraude signalée et modèle mis à jour',
'order': order.to_dict()
})
except Exception as e:
return jsonify({'error': str(e)}), 500
@cod_management_bp.route('/cod-orders/cities-analysis', methods=['GET'])
def get_cities_analysis():
"""
Analyse des risques par ville
"""
try:
days = int(request.args.get('days', 30))
start_date = datetime.utcnow() - timedelta(days=days)
# Requête pour obtenir les statistiques par ville
cities_stats = db.session.query(
CODOrder.city,
db.func.count(CODOrder.id).label('total_orders'),
db.func.avg(CODOrder.risk_score).label('avg_risk_score'),
db.func.count(db.case([(CODOrder.status == OrderStatus.CANCELLED, 1)])).label('cancelled_orders'),
db.func.count(db.case([(CODOrder.verification_required == True, 1)])).label('verification_required')
).filter(
CODOrder.created_at >= start_date
).group_by(CODOrder.city).all()
cities_analysis = []
for city_stat in cities_stats:
cancellation_rate = (city_stat.cancelled_orders / city_stat.total_orders * 100) if city_stat.total_orders > 0 else 0
verification_rate = (city_stat.verification_required / city_stat.total_orders * 100) if city_stat.total_orders > 0 else 0
cities_analysis.append({
'city': city_stat.city,
'total_orders': city_stat.total_orders,
'avg_risk_score': round(city_stat.avg_risk_score or 0, 2),
'cancelled_orders': city_stat.cancelled_orders,
'cancellation_rate': round(cancellation_rate, 2),
'verification_required': city_stat.verification_required,
'verification_rate': round(verification_rate, 2)
})
# Trier par score de risque moyen
cities_analysis.sort(key=lambda x: x['avg_risk_score'], reverse=True)
return jsonify({
'period_days': days,
'cities_analysis': cities_analysis
})
except Exception as e:
return jsonify({'error': str(e)}), 500