use a new function to create the fixed preceedings and use the information in the runway manager
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@@ -7,7 +7,10 @@ from datetime import timedelta
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import pytz
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from aman.config.Airport import Airport
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from aman.config.AirportSequencing import AirportSequencing
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from aman.config.RHC import RHC
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from aman.sys.aco.Node import Node
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from aman.sys.RecedingHorizonWindow import RecedingHorizonWindow
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from aman.types.Inbound import Inbound
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@@ -106,19 +109,56 @@ class RecedingHorizonControl:
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inbound.FixedSequence = index < self.FreezedIndex
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self.Windows[index].Inbounds.sort(key = lambda x: x.PlannedArrivalTime if None != x.PlannedArrivalTime else x.EnrouteArrivalTime)
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def lastFixedInboundOnRunway(self, runway : str):
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# no inbounds available
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def latestFixedInbounds(self, configuration : Airport, sequenceConfiguration : AirportSequencing):
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if 0 == len(self.Windows):
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return None
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return None, None
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# search from the back to the front to find the last inbound
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# create the runway tree
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runwayInbounds = {}
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for runway in sequenceConfiguration.ActiveArrivalRunways:
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runwayInbounds[runway.Runway.Name] = None
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# create the IAF tree
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iafInbounds = {}
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for star in configuration.ArrivalRouteConstraints:
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altitude = configuration.ArrivalRouteConstraints[star][0].Altitude
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iaf = configuration.ArrivalRouteConstraints[star][0].Name
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if iaf not in iafInbounds:
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iafInbounds[iaf] = { altitude : None }
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elif altitude not in iafInbounds[iaf]:
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iafInbounds[iaf][altitude] = None
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# associate the inbounds to the runways and the IAFs
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for i in range(min(self.FreezedIndex, len(self.Windows)), -1, -1):
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for inbound in self.Windows[i].Inbounds:
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if None != inbound.PlannedRunway and runway == inbound.PlannedRunway.Name:
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return inbound
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if None == inbound.PlannedRunway or None == inbound.PlannedArrivalRoute:
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continue
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# no inbound found
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return None
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node = Node(inbound, None, None, None, None)
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node.EstimatedTouchdownTime = inbound.PlannedArrivalTime
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node.EstimatedIafAltitude = inbound.PlannedArrivalRoute[0].Altitude
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node.EstimatedIafTime = inbound.PlannedArrivalRoute[0].PTA
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if inbound.PlannedRunway.Name in runwayInbounds:
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if None == runwayInbounds[inbound.PlannedRunway.Name] or runwayInbounds[inbound.PlannedRunway.Name].EstimatedTouchdownTime < node.EstimatedTouchdownTime:
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runwayInbounds[inbound.PlannedRunway.Name] = node
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if inbound.PlannedArrivalRoute[0].Name in iafInbounds:
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delta = 100000.0
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targetLevel = None
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for level in iafInbounds[inbound.PlannedArrivalRoute[0].Name]:
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difference = abs(level - inbound.PlannedArrivalRoute[0].Altitude)
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if difference < delta:
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delta = difference
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targetLevel = level
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if None == iafInbounds[inbound.PlannedArrivalRoute[0].Name][targetLevel]:
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iafInbounds[inbound.PlannedArrivalRoute[0].Name][targetLevel] = Node
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elif iafInbounds[inbound.PlannedArrivalRoute[0].Name][targetLevel].EstimatedIafTime < node.EstimatedIafTime:
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iafInbounds[inbound.PlannedArrivalRoute[0].Name][targetLevel] = Node
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return runwayInbounds, iafInbounds
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def optimizationRelevantInbounds(self):
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# no new inbounds
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@@ -102,16 +102,12 @@ class Worker(Thread):
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# get the last landing aircrafts per runway before the RHC stage to check for constraints
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# this is required to handle the overlap between windows
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preceedingInbounds = {}
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for runway in self.SequencingConfiguration.ActiveArrivalRunways:
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inbound = self.RecedingHorizonControl.lastFixedInboundOnRunway(runway.Runway.Name)
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if None != inbound:
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preceedingInbounds[runway.Runway.Name] = Node(inbound, None, None, None, None)
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runways, iafs = self.RecedingHorizonControl.latestFixedInbounds(self.Configuration, self.SequencingConfiguration)
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# configure the ACO run
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acoConfig = Configuration(constraints = self.SequencingConfiguration, config = self.Configuration,
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earliest = earliestArrivalTime, weather = self.WeatherModel,
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preceeding = None if 0 == len(preceedingInbounds) else preceedingInbounds,
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preceedingRunways = runways, preceedingIafs = iafs,
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ants = 5 * len(relevantInbounds), generations = 5 * len(relevantInbounds))
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# perform the ACO run
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@@ -6,7 +6,8 @@ class Configuration:
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def __init__(self, **kwargs):
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# the AMAN specific information
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self.RunwayConstraints = kwargs.get('constraints', None)
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self.PreceedingInbounds = kwargs.get('preceeding', None)
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self.PreceedingRunwayInbounds = kwargs.get('preceedingRunways', None)
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self.PreceedingIafInbounds = kwargs.get('preceedingIafs', None)
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self.EarliestArrivalTime = kwargs.get('earliest', None)
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self.WeatherModel = kwargs.get('weather', None)
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self.AirportConfiguration = kwargs.get('config', None)
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@@ -1,5 +1,7 @@
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#!/usr/bin/env python
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import copy
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from datetime import datetime, timedelta
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from aman.config.RunwaySequencing import RunwayAssignmentType
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@@ -11,15 +13,9 @@ class RunwayManager:
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def __init__(self, configuration : Configuration):
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self.Spacings = SpacingConstraints()
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self.Configuration = configuration
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self.RunwayInbounds = copy.deepcopy(configuration.PreceedingRunwayInbounds)
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self.IafInbounds = copy.deepcopy(configuration.PreceedingIafInbounds)
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# initialize the tracker which inbound arrives at which runway
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self.RunwayInbounds = {}
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if None != configuration.PreceedingInbounds:
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for runway in configuration.PreceedingInbounds:
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self.RunwayInbounds[runway] = configuration.PreceedingInbounds[runway]
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for runway in configuration.RunwayConstraints.ActiveArrivalRunways:
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if not runway.Runway.Name in self.RunwayInbounds:
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self.RunwayInbounds[runway.Runway.Name] = None
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def calculateEarliestArrivalTime(self, runway : str, node : Node, earliestArrivalTime : datetime):
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constrainedETA = None
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