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from enum import Enum
from typing import Dict, Any, List
import asyncio
class OntologicalDatabase:
"""A database for ontological information."""
def __init__(self):
self.data = {}
class ServiceType(Enum):
PERCEPTION = "perception"
REASONING = "reasoning"
MEMORY = "memory"
LEARNING = "learning"
CONSCIOUSNESS = "consciousness"
class CognitiveMicroservice:
def __init__(self, service_type: ServiceType):
self.service_type = service_type
self.state = {}
self.connections = []
self.ontology = OntologicalDatabase()
async def process(self, input_data: Dict[str, Any]) -> Dict[str, Any]:
preprocessed = await self._preprocess(input_data)
result = await self._core_processing(preprocessed)
return await self._postprocess(result)
async def _preprocess(self, data: Dict[str, Any]) -> Dict[str, Any]:
# Service-specific preprocessing
return data
async def _core_processing(self, data: Dict[str, Any]) -> Dict[str, Any]:
# Core processing logic
return data
async def _postprocess(self, data: Dict[str, Any]) -> Dict[str, Any]:
# Post processing logic
return data
class CognitiveOrchestrator:
def __init__(self):
self.services: Dict[ServiceType, List[CognitiveMicroservice]] = {}
self.routing_table = {}
self._initialize_services()
async def process_cognitive_task(self, task: Dict[str, Any]) -> Dict[str, Any]:
service_chain = self._determine_service_chain(task)
return await self._execute_service_chain(service_chain, task)
def _determine_service_chain(self, task: Dict[str, Any]) -> List[ServiceType]:
task_type = task.get('type', 'general')
return self.routing_table.get(task_type, self._default_chain())
def _initialize_services(self):
# Initialize cognitive services
for service_type in ServiceType:
self.services[service_type] = []
# Set up default routing
self.routing_table = {}
async def _execute_service_chain(self, service_chain: List[ServiceType],
task: Dict[str, Any]) -> Dict[str, Any]:
result = task
for service_type in service_chain:
if service_type in self.services and self.services[service_type]:
service = self.services[service_type][0] # Use first available service
result = await service.process(result)
return result
def _default_chain(self) -> List[ServiceType]:
# Default processing chain
return [ServiceType.PERCEPTION, ServiceType.REASONING]
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