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Design Document: RPA System Unification
Overview
Cette conception unifie définitivement le système RPA Vision V3 en créant une architecture centralisée qui élimine les incohérences de configuration, les chemins de données dispersés, et les services mal synchronisés.
Architecture
Composants Principaux
graph TB
CM[Configuration Manager] --> SR[Service Registry]
CM --> DM[Data Manager]
CM --> HM[Health Monitor]
SR --> API[API Service]
SR --> DASH[Dashboard Service]
SR --> WORK[Worker Service]
SR --> AGENT[Agent Service]
DM --> SESS[Sessions Storage]
DM --> WF[Workflows Storage]
DM --> LOGS[Logs Storage]
HM --> API
HM --> DASH
HM --> WORK
HM --> AGENT
Configuration Manager
Le Configuration Manager est le point central de toute configuration système :
@dataclass
class SystemConfig:
# Chemins unifiés
base_path: Path
data_path: Path
logs_path: Path
# Services
api_port: int = 8000
dashboard_port: int = 5001
worker_threads: int = 4
# Base de données
sessions_path: Path
workflows_path: Path
embeddings_path: Path
# Sécurité
secret_key: str
auth_enabled: bool = True
# Monitoring
health_check_interval: int = 30
metrics_enabled: bool = True
Service Registry
Le Service Registry maintient l'état de tous les services :
class ServiceRegistry:
def register_service(self, service_id: str, service_info: ServiceInfo)
def unregister_service(self, service_id: str)
def get_service_status(self, service_id: str) -> ServiceStatus
def get_all_services(self) -> Dict[str, ServiceStatus]
def wait_for_service(self, service_id: str, timeout: int = 30)
Components and Interfaces
1. Configuration Manager
Interface:
class ConfigurationManager:
def load_config(self) -> SystemConfig
def validate_config(self, config: SystemConfig) -> List[ValidationError]
def apply_config(self, config: SystemConfig)
def watch_config_changes(self, callback: Callable)
Responsabilités:
- Charger la configuration depuis les variables d'environnement et fichiers
- Valider la cohérence de la configuration
- Propager les changements aux services actifs
- Fournir des valeurs par défaut sensées
2. Data Manager
Interface:
class DataManager:
def initialize_directories(self)
def get_sessions_path(self) -> Path
def get_workflows_path(self) -> Path
def migrate_data_if_needed(self)
def validate_data_integrity(self) -> List[IntegrityError]
Responsabilités:
- Créer et maintenir la structure de répertoires
- Gérer les migrations de données
- Valider l'intégrité des données
- Fournir des chemins cohérents à tous les composants
3. Health Monitor
Interface:
class HealthMonitor:
def start_monitoring(self)
def stop_monitoring(self)
def check_service_health(self, service_id: str) -> HealthStatus
def get_system_health(self) -> SystemHealthStatus
def register_health_check(self, service_id: str, check_func: Callable)
Responsabilités:
- Surveiller la santé de tous les services
- Détecter les pannes et tenter la récupération
- Fournir des métriques de santé unifiées
- Alerter en cas de problèmes critiques
4. System Controller
Interface:
class SystemController:
def start_all_services(self)
def stop_all_services(self)
def restart_service(self, service_id: str)
def get_system_status(self) -> SystemStatus
def run_consistency_check(self) -> ConsistencyReport
Responsabilités:
- Coordonner le démarrage/arrêt des services
- Respecter les dépendances entre services
- Fournir des commandes de gestion système
- Exécuter les vérifications de cohérence
Data Models
Configuration Models
@dataclass
class ServiceInfo:
service_id: str
service_type: str
host: str
port: int
pid: Optional[int]
started_at: datetime
health_check_url: str
@dataclass
class ServiceStatus:
service_id: str
status: Literal["starting", "running", "stopping", "stopped", "error"]
last_health_check: datetime
error_message: Optional[str]
uptime: timedelta
@dataclass
class SystemHealthStatus:
overall_status: Literal["healthy", "degraded", "critical"]
services: Dict[str, ServiceStatus]
last_check: datetime
issues: List[str]
Migration Models
@dataclass
class MigrationTask:
migration_id: str
description: str
source_version: str
target_version: str
migration_func: Callable
@dataclass
class MigrationResult:
migration_id: str
success: bool
duration: timedelta
error_message: Optional[str]
backup_path: Optional[Path]
Correctness Properties
A property is a characteristic or behavior that should hold true across all valid executions of a system-essentially, a formal statement about what the system should do. Properties serve as the bridge between human-readable specifications and machine-verifiable correctness guarantees.
Property 1: Configuration Consistency
For any system startup, all components should use identical configuration values for shared settings Validates: Requirements 1.1, 1.2
Property 2: Data Path Unification
For any data access operation, all components should resolve to the same physical paths for the same logical data Validates: Requirements 2.1, 2.2, 2.3
Property 3: Service Registration Completeness
For any active service, it should be registered in the Service Registry with accurate status information Validates: Requirements 3.1, 3.2, 3.3
Property 4: Health Check Responsiveness
For any registered service, health checks should complete within the configured timeout period Validates: Requirements 4.1, 4.2
Property 5: Startup Order Correctness
For any system startup sequence, services should start in dependency order and all dependencies should be ready before dependent services start Validates: Requirements 5.1, 5.3
Property 6: Shutdown Graceful Completion
For any system shutdown sequence, all services should stop cleanly within the configured timeout Validates: Requirements 5.2, 5.4
Property 7: Error Correlation Consistency
For any error event, it should be logged with consistent format and correlation IDs across all components Validates: Requirements 6.1, 6.2, 6.3
Property 8: Data Consistency Validation
For any consistency check run, detected inconsistencies should be accurately reported with actionable repair suggestions Validates: Requirements 7.1, 7.2, 7.3
Property 9: Migration Safety
For any data migration, the original data should be backed up and the migration should be reversible Validates: Requirements 8.1, 8.3, 8.5
Property 10: Configuration Validation Completeness
For any invalid configuration, the system should detect and report all validation errors before attempting to start services Validates: Requirements 1.4, 1.5
Error Handling
Configuration Errors
- Invalid paths → Create directories or fail with clear message
- Missing required values → Use defaults or fail with specific missing keys
- Type mismatches → Convert when safe or fail with type information
Service Errors
- Service startup failure → Log error, mark as failed, don't start dependents
- Service health check failure → Attempt restart, escalate if repeated failures
- Service communication failure → Retry with backoff, mark as degraded
Data Errors
- Missing directories → Create with correct permissions
- Corrupted data → Attempt repair, restore from backup if available
- Schema version mismatch → Run migrations automatically
Migration Errors
- Migration failure → Restore from backup, log detailed error
- Backup failure → Abort migration, require manual intervention
- Validation failure → Report specific issues, provide repair options
Testing Strategy
Unit Tests
- Configuration loading and validation
- Service registry operations
- Health check logic
- Migration procedures
- Error handling paths
Property-Based Tests
- Configuration consistency across components (Property 1)
- Data path resolution correctness (Property 2)
- Service lifecycle management (Properties 3, 5, 6)
- Error correlation and logging (Property 7)
- Migration safety and reversibility (Property 9)
Integration Tests
- Full system startup/shutdown cycles
- Service failure and recovery scenarios
- Configuration change propagation
- Cross-component data access
- End-to-end health monitoring
Performance Tests
- System startup time under various loads
- Health check response times
- Configuration change propagation speed
- Migration performance with large datasets
Testing Configuration:
- Minimum 100 iterations per property test
- Each property test tagged with: Feature: rpa-system-unification, Property {number}: {property_text}
- Integration tests run in isolated environments
- Performance tests with realistic data volumes