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from typing import List
class NetworkTopology:
def get_current_state(self):
# Placeholder for actual implementation
return {}
class RoutingMetrics:
def calculate_costs(self, topology_state, source_expert, target_expert, data_size):
# Placeholder for actual implementation
return {}
class OptimizationEngine:
def find_optimal_path(self, routing_costs):
# Placeholder for actual implementation
return []
class TopologyAwareRouter:
def __init__(self):
self.network_topology = NetworkTopology()
self.routing_metrics = RoutingMetrics()
self.optimization_engine = OptimizationEngine()
def compute_optimal_route(self,
source_expert: int,
target_expert: int,
data_size: int) -> List[int]:
topology_state = self.network_topology.get_current_state()
routing_costs = self.routing_metrics.calculate_costs(
topology_state,
source_expert,
target_expert,
data_size
)
return self.optimization_engine.find_optimal_path(routing_costs)
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