[90] | 1 | from typing import Dict, Set, FrozenSet
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| 2 |
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| 3 | from tudelft.utilities.immutablelist.FixedList import FixedList
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| 4 | from tudelft.utilities.immutablelist.PowerSet import PowerSet
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| 5 |
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| 6 | from geniusweb.PriorityQueue import PriorityQueue
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| 7 | from geniusweb.actions.PartyId import PartyId
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| 8 | from geniusweb.actions.Vote import Vote
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| 9 | from geniusweb.actions.Votes import Votes
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| 10 | from geniusweb.issuevalue.Bid import Bid
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| 11 | from geniusweb.utils import toTuple, toStr
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| 12 |
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| 13 |
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| 14 | # who removed sign function from python?
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| 15 | sign = lambda a: (a>0) - (a<0)
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| 16 |
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| 17 | class CollectedVotes:
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| 18 | '''
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| 19 | Utility class. Typically contains all the votes collected from 1 round. Can
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| 20 | find the best combinations of votes, eg to get the maximum consensus group
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| 21 | '''
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| 22 |
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| 23 |
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| 24 | def __init__(self, votesMap:Dict[PartyId, Votes] , powers:Dict[PartyId, int] ) :
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| 25 | ''''
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| 26 | @param votesMap the {@link Votes} done for each party
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| 27 | @param powers the power of each party. The power is an integer number.
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| 28 | In the voting process, the party powers add up to form
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| 29 | the total voting power. This set may contain parties that
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| 30 | are not in newmap.
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| 31 | '''
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| 32 | self._allvotes = dict(votesMap)
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| 33 | self._powers = dict(powers)
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| 34 | self._allBids = None
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| 35 |
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| 36 | if not set(votesMap.keys()).issubset(set(powers.keys())):
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| 37 | raise ValueError("All voting parties must have a power")
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| 38 |
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| 39 | def With(self, votes:Votes , power:int)->"CollectedVotes":
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| 40 | '''
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| 41 | @param votes additional set of votes for a new party that did not yet
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| 42 | vote.
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| 43 | @param power powers for the new party, can be null if power already set
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| 44 | previously.
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| 45 | @return new CollectedVotes with the new votes added.
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| 46 | '''
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| 47 | actor = votes.getActor()
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| 48 | if actor in self._allvotes:
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| 49 | raise ValueError("Party " + str(actor) + " already voted")
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| 50 |
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| 51 | newpowers:Dict[PartyId, int] = dict(self._powers)
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| 52 | if not actor in self._powers:
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| 53 | if power == None:
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| 54 | raise ValueError("Power must be set for new actor " + str(actor))
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| 55 | newpowers[actor]= power
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| 56 |
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| 57 | newmap = dict(self._allvotes)
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| 58 | newmap[actor]= votes
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| 59 | return CollectedVotes(newmap, newpowers)
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| 60 |
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| 61 | def getVotes(self)->Dict[PartyId, Votes] :
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| 62 | '''
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| 63 | @return all the votes placed so far
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| 64 | '''
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| 65 | return dict(self._allvotes)
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| 66 |
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| 67 | def getPowers(self) ->Dict[PartyId, int] :
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| 68 | '''
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| 69 | @return the powers of all parties
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| 70 | '''
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| 71 | return dict(self._powers)
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| 72 |
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| 73 | def getMaxAgreements(self)->Dict[Bid, FrozenSet[PartyId]]:
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| 74 | '''
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| 75 | @return a map containing for each {@link Bid}s a subset of
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| 76 | {@link PartyId}s that placed a satisfied vote for that bid, such
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| 77 | that the subset has maximum power. Maximum power means that there
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| 78 | is no other subset of satisfied votes for that bid with more
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| 79 | group power. There may be other subsets of equal power for the
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| 80 | bid. If there are no concensus possibilities at all for a bid,
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| 81 | the bid is not placed in the map.
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| 82 | '''
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| 83 | agreements: Dict[Bid, FrozenSet[PartyId]] = {}
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| 84 | allbidsmap = self.getAllBids()
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| 85 | for bid in allbidsmap.keys():
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| 86 | mx = self._getMaxPowerGroup(allbidsmap[bid])
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| 87 | if len(mx)>0:
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| 88 | agreements[bid]=mx
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| 89 | return agreements
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| 90 |
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| 91 | def getAllBids(self) -> Dict[Bid, Set[Vote]]:
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| 92 | '''
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| 93 | @return all bids that were voted on and the votes for that bid. This
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| 94 | basically reverses keys and values in {@link #allvotes}
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| 95 | '''
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| 96 | if self._allBids == None: #type:ignore
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| 97 | self._allBids = self._getAllBids1() #type:ignore
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| 98 | return self._allBids #type:ignore
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| 99 |
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| 100 | def Without(self, parties:Set[PartyId] )->"CollectedVotes":
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| 101 | '''
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| 102 | @param parties the parties to be removed
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| 103 | @return new CollectedVotes without given parties
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| 104 | '''
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| 105 | newvotes = dict(self._allvotes)
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| 106 | newpower = dict(self._powers)
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| 107 | for party in parties:
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| 108 | newvotes.pop(party)
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| 109 | newpower.pop(party)
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| 110 |
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| 111 | return CollectedVotes(newvotes, newpower)
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| 112 |
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| 113 | def getTotalPower(self, parties:FrozenSet[PartyId] ) -> int:
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| 114 | '''
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| 115 | @param parties a list of parties
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| 116 | @return total voting power of the parties
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| 117 | '''
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| 118 | return sum([self._powers[p] for p in parties])
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| 119 |
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| 120 | def _getMaxPowerGroupBreathFirst(self, allvotes:Set[Vote] ) -> FrozenSet[PartyId] :
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| 121 | '''
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| 122 | Breath-first optimized search, similar as {@link #getMaxPowerGroup(Set)}
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| 123 | but more efficient on average (remains to be proven). Notice that this
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| 124 | algorithm may be more expensive particularly if there is no consensus at
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| 125 | all, because of the added overhead of the breath-first search
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| 126 |
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| 127 | @param allvotes a list of all votes for a particular bid.
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| 128 | @return a consensus-group with maximum power, so there is no other
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| 129 | consensus group that has more power (but there may be other
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| 130 | groups with same power). returns empty set if no consensus found
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| 131 | '''
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| 132 |
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| 133 | # CHECK how about scoping. What is 'this' referring to?
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| 134 | this=self
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| 135 | def comparator(vs1:Set[Vote], vs2:Set[Vote]):
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| 136 | parties1 = frozenset([vote.getActor() for vote in vs1])
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| 137 | parties2 = frozenset([vote.getActor() for vote in vs2])
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| 138 | return sign(this.getTotalPower(parties1)-
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| 139 | this.getTotalPower(parties2))
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| 140 |
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| 141 | '''
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| 142 | queue that keeps the options for the breath-first search sorted from
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| 143 | highest to lowest power of the voters.
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| 144 | '''
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| 145 | queue = PriorityQueue[Set[Vote]] (comparator)
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| 146 | queue.put(allvotes)
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| 147 |
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| 148 | while not queue.empty():
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| 149 | # try one with the highest power
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| 150 | vs = queue.get()
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| 151 | if self._isViable(vs):
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| 152 | return self.getParties(vs)
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| 153 | if len(vs) > 1:
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| 154 | # vote can be splitted. push all new subsets
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| 155 | for vote in vs:
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| 156 | subvotes = set(vs)
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| 157 | subvotes.remove(vote)
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| 158 | # avoid duplicate work. Since this has a removed party,
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| 159 | # and assuming power of each party >=1,
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| 160 | # we can not already have checked subvotes
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| 161 | if not subvotes in queue:
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| 162 | queue.put(subvotes)
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| 163 |
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| 164 | return frozenset()
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| 165 |
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| 166 | def _getMaxPowerGroup(self, votes:Set[Vote] )-> FrozenSet[PartyId] :
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| 167 | '''
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| 168 | @param votes a list of all votes for a particular bid. The parties that
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| 169 | placed the votes are called 'voters'
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| 170 | @return a consensus-group with maximum power, so there is no other
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| 171 | consensus group that has more power (but there may be other
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| 172 | groups with same power). returns empty set if no consensus found
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| 173 | '''
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| 174 | maxgroup:FrozenSet[PartyId] = frozenset()
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| 175 | maxpower = 0
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| 176 |
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| 177 | for parties in self._getConsensusGroups(votes):
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| 178 | power = self.getTotalPower(parties)
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| 179 | if power > maxpower:
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| 180 | maxgroup = parties
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| 181 | maxpower = power
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| 182 | return frozenset(maxgroup)
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| 183 |
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| 184 | def _getConsensusGroups(self, votes: Set[Vote] )-> FrozenSet[FrozenSet[PartyId]] :
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| 185 | '''
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| 186 | @param votes a set of {@link Votes} for one single {@link Bid}. It is
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| 187 | assumed all votes are by different parties.
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| 188 | @return all subsets sets of parties that create a viable consensus vote.
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| 189 | A viable consensus voteset VS is a subset of the votes, such that
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| 190 | <ol>
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| 191 | <li>|VS| ≥ 2
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| 192 | <li>TP = The sum of the powers of the parties in VS
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| 193 | <li>forall v in VS: v_minpower ≤ TP ≤ v_maxpower
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| 194 | </ol>
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| 195 | Notice that this algorithm works in exponential space
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| 196 | (=expensive) and not suited for large numbers of parties. Should
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| 197 | work fine for up to 10 parties.
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| 198 | '''
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| 199 | groups:Set[FrozenSet[PartyId]] = set()
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| 200 |
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| 201 | allVotePermutations = PowerSet[Vote](FixedList[Vote](votes))
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| 202 | # check each possible subset.
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| 203 | for voteList in allVotePermutations:
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| 204 | if self._isViable(voteList):
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| 205 | groups.add(self.getParties(voteList))
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| 206 | return frozenset(groups)
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| 207 |
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| 208 | def _isViable(self, voteList) -> bool:
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| 209 | '''
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| 210 | @param voteList a :list_iterator of votes for a single bid.
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| 211 | @return true if this votelist satisfies the requirements of all
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| 212 | participants and there are ≥ 2 parties
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| 213 | '''
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| 214 | parties = self.getParties(voteList)
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| 215 | totalpower = self.getTotalPower(parties);
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| 216 | return len(parties) >= 2 and totalpower >= self._getMinPower(voteList)\
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| 217 | and totalpower <= self._getMaxPower(voteList)
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| 218 |
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| 219 | @staticmethod
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| 220 | def getParties(voteList) -> FrozenSet[PartyId] :
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| 221 | '''
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| 222 | @param voteList iterable of Vote, list of all {@link Vote}s
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| 223 | @return frozen set with all parties that did a vote
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| 224 | '''
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| 225 | parties:Set[PartyId] = set()
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| 226 | for vote in voteList:
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| 227 | parties.add(vote.getActor())
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| 228 | return frozenset(parties)
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| 229 |
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| 230 | def _getMinPower(self, votes) ->int:
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| 231 | '''
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| 232 | @param votes a iterable of Vote, list of {@link Vote}s on one Bid. All parties must be
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| 233 | known
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| 234 | @return the minimum voting power needed for this group, so that all can
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| 235 | accept. This is equal to the max of the vote.getMinPower
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| 236 | '''
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| 237 | mx = 0
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| 238 | for vote in votes:
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| 239 | mx = max(mx, vote.getMinPower())
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| 240 | return mx
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| 241 |
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| 242 | def _getMaxPower(self, votes) -> int:
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| 243 | '''
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| 244 | @param votes a iterable Vote list of {@link Vote}s on one Bid. All parties must be
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| 245 | known
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| 246 | @return the maximum voting power needed for this group, so that all can
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| 247 | accept. This is equal to the min of the vote.getMaxPower
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| 248 | '''
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| 249 | mn = 9999999999999999 #int.maxvalue?
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| 250 | for vote in votes:
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| 251 | mn = min(mn, vote.getMaxPower())
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| 252 | return mn
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| 253 |
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| 254 | def _getAllBids1(self) -> Dict[Bid, Set[Vote]]:
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| 255 | bids:Dict[Bid, Set[Vote]] = {}
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| 256 | for votes in self._allvotes.values():
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| 257 | for vote in votes.getVotes():
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| 258 | bid = vote.getBid()
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| 259 | if not bid in bids:
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| 260 | bids[bid]=set()
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| 261 | bids[bid].add(vote)
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| 262 | return bids
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| 263 |
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| 264 | def __hash__(self):
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| 265 | return hash((toTuple(self._allvotes), toTuple(self._powers)))
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| 266 |
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| 267 | def __eq__(self, other):
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| 268 | return isinstance(other, self.__class__) \
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| 269 | and self._allvotes == other._allvotes\
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| 270 | and self._powers==other._powers
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| 271 |
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| 272 | def __repr__(self)->str:
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| 273 | return "CollectedVotes[" + toStr(self._allvotes) \
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| 274 | + "," + toStr(self._powers) + "]"
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