from geniusweb.bidspace.BidsWithUtility import BidsWithUtility from geniusweb.bidspace.Interval import Interval from geniusweb.bidspace.IssueInfo import IssueInfo from geniusweb.issuevalue.Bid import Bid from geniusweb.issuevalue.Value import Value from geniusweb.profile.utilityspace.LinearAdditive import LinearAdditive from tudelft.utilities.immutablelist.ImmutableList import ImmutableList from decimal import Decimal from typing import List class ExtendedUtilSpace: ''' Inner class for TimeDependentParty, made public for testing purposes. This class may change in the future, use at your own risk. ''' def __init__(self, space:LinearAdditive ) : self._utilspace = space self._bidutils = BidsWithUtility.create(self._utilspace) self._computeMinMax() self._tolerance = self._computeTolerance() def _computeMinMax(self): ''' Computes the fields minutil and maxUtil.
TODO this is simplistic, very expensive method and may cause us to run out of time on large domains.
Assumes that utilspace and bidutils have been set properly. ''' range = self._bidutils.getRange() self._minUtil = range.getMin() self._maxUtil = range.getMax() rvbid = self._utilspace.getReservationBid() if rvbid != None: rv = self._utilspace.getUtility(rvbid) if rv > self._minUtil: self._minUtil = rv def _computeTolerance(self)->Decimal : ''' Tolerance is the Interval we need when searching bids. When we are close to the maximum utility, this value has to be the distance between the best and one-but-best utility. @return the minimum tolerance required, which is the minimum difference between the weighted utility of the best and one-but-best issue value. ''' tolerance = Decimal(1) for iss in self._bidutils.getInfo(): if iss.getValues().size()>1: # we have at least 2 values. values:List[Decimal] = [] for val in iss.getValues(): values.append(iss.getWeightedUtil(val)) values.sort() values.reverse() tolerance = min(tolerance, values[0]- values[1]) return tolerance; def getMin(self)->Decimal: return self._minUtil def getMax(self)-> Decimal: return self._maxUtil; def getBids(self, utilityGoal:Decimal) -> ImmutableList[Bid] : ''' @param utilityGoal the requested utility @return bids with utility inside [utilitygoal-{@link #tolerance}, utilitygoal] ''' return self._bidutils.getBids( Interval(utilityGoal-self._tolerance, utilityGoal))