1090 lines
58 KiB
Python
1090 lines
58 KiB
Python
import functools
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import enum
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import os
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from enum import auto
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from ortools.sat.python import cp_model
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# This multiplier is applied to the profit margin to avoid losing precision due to rounding.
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PROFIT_MARGIN_MULTIPLIER = 10000000
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# This is the highest number of attribute to calculate fractional exponents for.
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MAXIMUM_ATTRIBUTE = 100
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# This is a constant used to calculate difficulty checks. You almost certainly do not need to change this.
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DIFFICULTY_SCALER = 0.6
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# This is the effective level of Shadowy used for attempting to sell.
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SHADOWY_LEVEL = 300
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# The maximum number of pennies that should be invested in this skeleton.
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MAXIMUM_COST = cp_model.INT32_MAX
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# The maximum Exhaustion that this skeleton should generate.
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MAXIMUM_EXHAUSTION = 4
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# The number of pennies needed to produce a quality.
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class Value(enum.Enum):
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# This is your baseline EPA: the pennies you could generate using an action for a generic grind.
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ACTION = 400
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# Survey of the Neath's Bones
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# Laboratory Research
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SURVEY = 6*ACTION/25
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# Adds a fully-reified implication using an intermediate Boolean variable.
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def NewIntermediateBoolVar(self, name, expression, domain):
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intermediate = self.NewBoolVar(name)
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self.AddLinearExpressionInDomain(expression, domain).OnlyEnforceIf(intermediate)
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self.AddLinearExpressionInDomain(expression, domain.Complement()).OnlyEnforceIf(intermediate.Not())
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return intermediate
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setattr(cp_model.CpModel, 'NewIntermediateBoolVar', NewIntermediateBoolVar)
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del NewIntermediateBoolVar
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# Adds an approximate exponentiation equality using a lookup table.
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# Set `upto` to a value that is unlikely to come into play.
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def AddApproximateExponentiationEquality(self, target, var, exp, upto):
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return self.AddAllowedAssignments([target, var], [(int(base**exp), base) for base in range(upto + 1)])
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setattr(cp_model.CpModel, 'AddApproximateExponentiationEquality', AddApproximateExponentiationEquality)
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del AddApproximateExponentiationEquality
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# Adds a multiplication equality for any number of terms using intermediate variables.
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def AddGeneralMultiplicationEquality(self, target, *variables):
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# This is used for producing unique names for intermediate variables.
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term_index = 1
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def function(a, b):
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nonlocal term_index
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intermediate = self.NewIntVar(cp_model.INT32_MIN, cp_model.INT32_MAX, '{} term {}'.format(target.Name(), term_index))
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term_index += 1
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self.AddMultiplicationEquality(intermediate, [a, b])
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return intermediate
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product = functools.reduce(function, variables)
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return self.Add(target == product)
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setattr(cp_model.CpModel, 'AddGeneralMultiplicationEquality', AddGeneralMultiplicationEquality)
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del AddGeneralMultiplicationEquality
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# A way to convert a skeleton into revenue.
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class Buyer(enum.Enum):
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A_PALAEONTOLOGIST_WITH_HOARDING_PROPENSITIES = auto()
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A_NAIVE_COLLECTOR = auto()
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A_FAMILIAR_BOHEMIAN_SCULPTRESS = auto()
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A_PEDAGOGICALLY_INCLINED_GRANDMOTHER = auto()
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A_THEOLOGIAN_OF_THE_OLD_SCHOOL = auto()
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AN_ENTHUSIAST_OF_THE_ANCIENT_WORLD = auto()
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MRS_PLENTY = auto()
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A_TENTACLED_SERVANT = auto()
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AN_INVESTMENT_MINDED_AMBASSADOR = auto()
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A_TELLER_OF_TERRORS = auto()
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A_TENTACLED_ENTREPRENEUR = auto()
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AN_AUTHOR_OF_GOTHIC_TALES = auto()
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A_ZAILOR_WITH_PARTICULAR_INTERESTS = auto()
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A_RUBBERY_COLLECTOR = auto()
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A_CONSTABLE = auto()
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AN_ENTHUSIAST_IN_SKULLS = auto()
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A_DREARY_MIDNIGHTER = auto()
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THE_DUMBWAITER_OF_BALMORAL = auto()
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# An action that affects a skeleton's qualities.
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class Action:
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def __init__(self, name, cost, torso_style = None, value = 0, skulls_needed = 0, limbs_needed = 0, tails_needed = 0, skulls = 0, arms = 0, legs = 0, tails = 0, wings = 0, fins = 0, tentacles = 0, amalgamy = 0, antiquity = 0, menace = 0, implausibility = 0, counter_church = 0, exhaustion = 0):
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self.name = name
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# Cost in pennies of using this action, including the value of the actions spent
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self.cost = cost
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# Skeleton: Torso Style
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self.torso_style = torso_style
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# Approximate Value of Your Skeleton in Pennies
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self.value = value
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# Skeleton: Skulls Needed
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self.skulls_needed = skulls_needed
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# Skeleton: Limbs Needed
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self.limbs_needed = limbs_needed
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# Skeleton: Tails Needed
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self.tails_needed = tails_needed
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# Skeleton: Skulls
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self.skulls = skulls
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# Skeleton: Arms
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self.arms = arms
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# Skeleton: Legs
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self.legs = legs
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# Skeleton: Tails
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self.tails = tails
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# Skeleton: Wings
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self.wings = wings
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# Skeleton: Fins
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self.fins = fins
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# Skeleton: Tentacles
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self.tentacles = tentacles
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# Skeleton: Amalgamy
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self.amalgamy = amalgamy
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# Skeleton: Antiquity
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self.antiquity = antiquity
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# Skeleton: Menace
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self.menace = menace
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# Skeleton: Self-Evident Implausibility
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self.implausibility = implausibility
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# Skeleton: Support for a Counter-church Theology
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self.counter_church = counter_church
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# Bone Market Exhaustion
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self.exhaustion = exhaustion
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def __str__(self):
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return str(self.name)
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# Actions that initiate a skeleton.
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class Torso(enum.Enum):
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# Licentiate
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# LICENTIATE_SKELETON = Action("Supply a skeleton of your own", cost = Value.ACTION.value, torso_style = 10, value = 250, skulls_needed = 1, arms = 2, legs = 2)
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# Accumulated while trying to get other things
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HEADLESS_HUMANOID = Action("Reassemble your Headless Humanoid", cost = Value.ACTION.value, torso_style = 10, value = 250, skulls_needed = 1, arms = 2, legs = 2)
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# Ealing Gardens
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HUMAN_RIBCAGE = Action("Build on the Human Ribcage", cost = Value.ACTION.value*2 + Value.SURVEY.value*15, torso_style = 15, value = 1250, skulls_needed = 1, limbs_needed = 4)
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# Balmoral Woods (also gives Doubled Skull)
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THORNED_RIBCAGE = Action("Make something of your Thorned Ribcage", cost = 2000 + Value.ACTION.value*14, torso_style = 20, value = 1250, skulls_needed = 1, limbs_needed = 4, tails_needed = 1, amalgamy = 1, menace = 1)
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# Warbler Skeleton and Betrayer of Measures
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SKELETON_WITH_SEVEN_NECKS = Action("Build on the Skeleton with Seven Necks", cost = 1150 + Value.ACTION.value*18, torso_style = 30, value = 6250, skulls_needed = 7, limbs_needed = 2, legs = 2, amalgamy = 2, menace = 1)
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# Combination of Human Ribcage and Thorned Ribcage
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FLOURISHING_RIBCAGE = Action("Build on the Flourishing Ribcage", cost = 2000 + Value.ACTION.value*16 + Value.SURVEY.value*15, torso_style = 40, value = 1250, skulls_needed = 2, limbs_needed = 6, tails_needed = 1, amalgamy = 2)
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# Human Ribcage and Betrayer of Measures
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MAMMOTH_RIBCAGE = Action("Build on the Mammoth Ribcage", cost = Value.ACTION.value*18 + Value.SURVEY.value*15, torso_style = 50, value = 6250, skulls_needed = 1, limbs_needed = 4, tails_needed = 1, antiquity = 2)
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# Combination of Skeleton with Seven Necks and Thorned Ribcage
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RIBCAGE_WITH_A_BOUQUET_OF_EIGHT_SPINES = Action("Build on the Ribcage with the Eight Spines", cost = 25650 + Value.ACTION.value*32, torso_style = 60, value = 31250, skulls_needed = 8, limbs_needed = 4, tails_needed = 1, amalgamy = 1, menace = 2)
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# Skeleton with Seven Necks, 2 x Severed Chimaerical Head of the Vake, 2 x Counterfeit Head of John the Baptist, Carved Ball of Stygian Ivory, 2 x Plated Skull, 2 x Albatross Wing
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LEVIATHAN_FRAME = Action("Build on the Leviathan Frame", cost = 22150 + Value.ACTION.value*33, torso_style = 70, value = 31250, skulls_needed = 1, limbs_needed = 2, tails = 1, antiquity = 1, menace = 1)
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# Expedition at Station VII
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PRISMATIC_FRAME = Action("Build on the Prismatic Frame", cost = 29250 + Value.ACTION.value*5, torso_style = 80, value = 31250, skulls_needed = 3, limbs_needed = 3, tails_needed = 3, amalgamy = 2, antiquity = 2)
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# Upwards
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FIVE_POINTED_FRAME = Action("Build on the Five-Pointed Frame", cost = 31250 + Value.ACTION.value*10, torso_style = 100, value = 31250, skulls_needed = 5, limbs_needed = 5, amalgamy = 2, menace = 1)
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def __str__(self):
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return str(self.value)
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# Which kind of skeleton is to be declared.
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class Declaration(enum.Enum):
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CHIMERA = Action("Declare your (Skeleton Type) a completed Chimera", cost = Value.ACTION.value, implausibility = 3)
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HUMANOID = Action("Declare your (Skeleton Type) a completed Humanoid", cost = Value.ACTION.value)
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APE = Action("Declare your (Skeleton Type) a completed Ape", cost = Value.ACTION.value)
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MONKEY = Action("Declare your (Skeleton Type) a completed Monkey", cost = Value.ACTION.value)
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BIRD = Action("Declare your (Skeleton Type) a completed Bird", cost = Value.ACTION.value)
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CURATOR = Action("Declare your (Skeleton Type) a completed Curator", cost = Value.ACTION.value)
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REPTILE = Action("Declare your (Skeleton Type) a completed Reptile", cost = Value.ACTION.value)
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AMPHIBIAN = Action("Declare your (Skeleton Type) a completed Amphibian", cost = Value.ACTION.value)
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FISH = Action("Declare your (Skeleton Type) a completed Fish", cost = Value.ACTION.value)
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INSECT = Action("Declare your (Skeleton Type) a completed Insect", cost = Value.ACTION.value)
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SPIDER = Action("Declare your (Skeleton Type) a completed Spider", cost = Value.ACTION.value)
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def __str__(self):
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return str(self.value)
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# Which skeleton attribute is currently boosted.
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class Fluctuation(enum.Enum):
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ANTIQUITY = 1
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AMALGAMY = 2
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def create_data_model():
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data = {}
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data['buyer'] = Buyer.AN_ENTHUSIAST_IN_SKULLS
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# The current value of Bone Market Fluctuations, which grants various bonuses to certain buyers.
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data['bone_market_fluctuations'] = Fluctuation.AMALGAMY
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# The current value of Zoological Mania, which grants a 10% bonus to value for a certain declaration.
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data['zoological_mania'] = Declaration.AMPHIBIAN
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data['actions'] = [torso.value for torso in Torso] + [
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Action("Affix a Bright Brass Skull to your (Skeleton Type)", cost = 6450 + Value.ACTION.value, value = 6500, skulls_needed = -1, skulls = 1, implausibility = 2),
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# No consistent source
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# Action("Affix an Eyeless Skull to your (Skeleton Type)", cost = cp_model.INT32_MAX, value = 3000, skulls_needed = -1, skulls = 1, menace = 2),
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# Feast of the Exceptional Rose, 200 Inklings of Identity, action to send and receive it
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#Action("Affix a Custom-Engraved Skull to your (Skeleton Type)", cost = 2000 + Value.ACTION.value*2, value = 10000, skulls_needed = -1, skulls = 1, exhaustion = 2),
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Action("Affix a Horned Skull to your (Skeleton Type)", cost = 1050 + Value.ACTION.value*2, value = 1250, skulls_needed = -1, skulls = 1, antiquity = 1, menace = 2),
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Action("Affix a Sabre-toothed Skull to your (Skeleton Type)", cost = 6150 + Value.ACTION.value*2, value = 6250, skulls_needed = -1, skulls = 1, antiquity = 1, menace = 1),
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# Upwards
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Action("Affix a Pentagrammic Skull to your (Skeleton Type)", cost = Value.ACTION.value*10, value = 1250, skulls_needed = -1, skulls = 1, amalgamy = 2, menace = 1),
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Action("Affix a Plated Skull to your (Skeleton Type)", cost = 2250 + Value.ACTION.value*2, value = 2500, skulls_needed = -1, skulls = 1, menace = 2),
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# Flute Street, including travel due to quality cap
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Action("Affix a Rubbery Skull to your (Skeleton Type)", cost = Value.ACTION.value*26, value = 600, skulls_needed = -1, skulls = 1, amalgamy = 1),
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# Action("Duplicate your own skull and affix it here", cost = 1000 + Value.ACTION.value, value = -250, skulls_needed = -1, skulls = 1),
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Action("Duplicate the skull of John the Baptist, if you can call that a skull", cost = 1000 + Value.ACTION.value, value = 1500, skulls_needed = -1, skulls = 1, counter_church = 2),
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# Persephone, 6 actions (Favours: the Docks) for 2 Esteem of the Guild
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Action("Affix a Skull in Coral to your (Skeleton Type)", cost = Value.ACTION.value*25/3, value = 1750, skulls_needed = -1, skulls = 1, amalgamy = 2),
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Action("Duplicate the Vake's skull and use it to decorate your (Skeleton Type)", cost = 6000 + Value.ACTION.value, value = 6500, skulls_needed = -1, skulls = 1, menace = 3),
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# Action("Cap this with a victim’s skull", cost = Value.ACTION.value, value = 250, skulls_needed = -1, skulls = 1),
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# Balmoral Woods (also gives Thorned Ribcage)
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Action("Affix a Doubled Skull to your (Skeleton Type)", cost = 2000 + Value.ACTION.value*14, value = 6250, skulls_needed = -1, skulls = 2, amalgamy = 1, antiquity = 2),
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Action("Use a Carved Ball of Stygian Ivory to cap off your (Skeleton Type)", cost = 250 + Value.ACTION.value, value = 250, skulls_needed = -1),
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# 2 pincers at once
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Action("Apply a Crustacean Pincer to your (Skeleton Type)", cost = 25 + Value.ACTION.value*1.5, limbs_needed = -1, arms = 1, menace = 1),
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# Accumulated while trying to get other things
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Action("Apply a Knotted Humerus to your (Skeleton Type)", cost = Value.ACTION.value, value = 150, limbs_needed = -1, arms = 1, amalgamy = 1),
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# Ealing Gardens, 5 actions (Favours: Bohemians) for 2
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Action("Apply an Ivory Humerus to your (Skeleton Type)", cost = Value.ACTION.value*3.5, value = 1500, limbs_needed = -1, arms = 1),
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# Accumulated while trying to get other things
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Action("Join a Human Arm to your (Skeleton Type)", cost = Value.ACTION.value, value = 250, limbs_needed = -1, arms = 1, menace = -1),
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# Anning and Daughters
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Action("Apply a Fossilised Forelimb to your (Skeleton Type)", cost = 2500 + Value.ACTION.value, value = 2750, limbs_needed = -1, arms = 1, antiquity = 2),
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# 2 wings at once
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Action("Add the Wing of a Young Terror Bird to your (Skeleton Type)", cost = 175 + Value.ACTION.value*1.5, value = 250, limbs_needed = -1, wings = 1, antiquity = 1, menace = 1),
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# 2 wings at once
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Action("Put an Albatross Wing on your (Skeleton Type)", cost = 1125 + Value.ACTION.value*1.5, value = 1250, limbs_needed = -1, wings = 1, amalgamy = 1),
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# 2 wings at once
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Action("Add a Bat Wing to your (Skeleton Type)", cost = 60 + Value.ACTION.value*1.5, value = 1, limbs_needed = -1, wings = 1, menace = -1),
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# Dumbwaiter of Balmoral, 25 at a time
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Action("Apply the Femur of a Surface Deer to your (Skeleton Type)", cost = Value.ACTION.value*1.04, value = 10, limbs_needed = -1, legs = 1, menace = -1),
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# Accumulated while trying to get other things
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Action("Apply an Unidentified Thigh Bone to your (Skeleton Type)", cost = Value.ACTION.value, value = 100, limbs_needed = -1, legs = 1),
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# Brawling, 12 at a time
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Action("Apply a Jurassic Thigh Bone to your (Skeleton Type)", cost = Value.ACTION.value*(11/6), value = 300, limbs_needed = -1, legs = 1, antiquity = 1),
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# Jericho Locks, 5 actions (Favours: the Church) for 2
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# Counter-Church theology from this scales with torso style and is implemented separately
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Action("Affix Saint Fiacre's Thigh Relic to your (Skeleton Type)", cost = Value.ACTION.value*3.5, value = 1250, limbs_needed = -1, legs = 1),
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# Palaeontological Discoveries, Plain of Thirsty Grasses
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Action("Affix the Helical Thighbone to your (Skeleton Type)", cost = Value.ACTION.value + Value.SURVEY.value*(70/9), value = 300, limbs_needed = -1, legs = 1, amalgamy = 2),
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# Parabolan Orange-Apples, Hedonist, 3cp/action
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Action("Apply an Ivory Femur to your (Skeleton Type)", cost = 900 + Value.ACTION.value*15.5, value = 6500, limbs_needed = -1, legs = 1),
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# Hunt and dissect Pinewood Shark, 40 at a time
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Action("Put Fins on your (Skeleton Type)", cost = Value.ACTION.value*(51/40), value = 50, limbs_needed = -1, fins = 1),
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# Combination of 10 Fins
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Action("Attach the Amber-Crusted Fin to your (Skeleton Type)", cost = Value.ACTION.value*(15/4), value = 1500, limbs_needed = -1, fins = 1, amalgamy = 1, menace = 1),
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# Helicon House, 3 at a time
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Action("Put a Withered Tentacle on your (Skeleton Type)", cost = 50/3 + Value.ACTION.value*4/3, value = 250, limbs_needed = -1, tentacles = 1, antiquity = -1),
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# Carpenter's Granddaughter, 2 at a time
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Action("Apply Plaster Tail Bones to your (Skeleton Type)", cost = Value.ACTION.value*1.5 + Value.SURVEY.value*5, value = 250, tails_needed = -1, tails = 1, implausibility = 1),
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Action("Apply a Tomb-Lion's Tail to your (Skeleton Type)", cost = 220 + Value.ACTION.value*2, value = 250, tails_needed = -1, tails = 1, antiquity = 1),
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# Geology of Winewound
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Action("Apply a Jet Black Stinger to your (Skeleton Type)", cost = Value.ACTION.value*2 + Value.SURVEY.value, value = 50, tails_needed = -1, tails = 1, menace = 2),
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# No consistent source
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# Action("Apply an Obsidian Chitin Tail to your (Skeleton Type)", cost = cp_model.INT32_MAX, value = 500, tails_needed = -1, tails = 1, amalgamy = 1),
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# Helicon House, 3 at a time
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Action("Apply a Withered Tentacle as a tail on your (Skeleton Type)", cost = 50/3 + Value.ACTION.value*4/3, value = 250, tails_needed = -1, tails = 1, antiquity = -1),
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# This actually sets Skeleton: Tails Needed to 0
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Action("Decide your Tailless Animal needs no tail", cost = Value.ACTION.value, tails_needed = -1),
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Action("Remove the tail from your (Skeleton Type)", cost = Value.ACTION.value, tails = -1),
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# Cost from this scales with limbs and is partially implemented separately
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Action("Add four more joints to your skeleton", cost = 1250 + Value.ACTION.value, limbs_needed = 4, amalgamy = 2),
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Action("Make your skeleton less dreadful", cost = Value.ACTION.value, menace = -2),
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Action("Disguise the amalgamy of this piece", cost = 25 + Value.ACTION.value, amalgamy = -2),
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Action("Carve away some evidence of age", cost = Value.ACTION.value, antiquity = -2)
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]
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return data
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def Solve():
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data = create_data_model()
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model = cp_model.CpModel()
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# Any number of any action, except only one torso
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torsos = {}
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actions = {}
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for action in data['actions']:
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if action.torso_style is not None:
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torsos[action] = model.NewBoolVar(action.name)
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actions[action] = torsos[action]
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else:
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actions[action] = model.NewIntVar(0, cp_model.INT32_MAX, action.name)
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model.Add(cp_model.LinearExpr.Sum(torsos.values()) == 1)
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# Skeleton must be declared something
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declarations = {}
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for declaration in Declaration:
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declarations[declaration] = model.NewBoolVar(declaration.value.name)
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actions[declaration.value] = declarations[declaration]
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model.Add(cp_model.LinearExpr.Sum(declarations.values()) == 1)
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# Value calculation
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original_value = model.NewIntVar(0, cp_model.INT32_MAX, 'original value')
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model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [action.value for action in actions.keys()]) == original_value)
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multiplied_value = model.NewIntVar(0, cp_model.INT32_MAX*11, "multiplied value")
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model.Add(multiplied_value == original_value*11).OnlyEnforceIf(declarations[data['zoological_mania']])
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||
model.Add(multiplied_value == original_value*10).OnlyEnforceIf(declarations[data['zoological_mania']].Not())
|
||
|
||
value = model.NewIntVar(0, cp_model.INT32_MAX, 'value')
|
||
model.AddDivisionEquality(value, multiplied_value, 10)
|
||
|
||
del original_value, multiplied_value
|
||
|
||
|
||
# Torso Style calculation
|
||
torso_style = model.NewIntVarFromDomain(cp_model.Domain.FromValues([torso.torso_style for torso in torsos.keys()]), 'torso_style')
|
||
for torso, torso_variable in torsos.items():
|
||
model.Add(torso_style == torso.torso_style).OnlyEnforceIf(torso_variable)
|
||
|
||
# Skulls calculation
|
||
skulls = model.NewIntVar(0, cp_model.INT32_MAX, 'skulls')
|
||
model.Add(skulls == cp_model.LinearExpr.ScalProd(actions.values(), [action.skulls for action in actions.keys()]))
|
||
|
||
# Arms calculation
|
||
arms = model.NewIntVar(0, cp_model.INT32_MAX, 'arms')
|
||
model.Add(arms == cp_model.LinearExpr.ScalProd(actions.values(), [action.arms for action in actions.keys()]))
|
||
|
||
# Legs calculation
|
||
legs = model.NewIntVar(0, cp_model.INT32_MAX, 'legs')
|
||
model.Add(legs == cp_model.LinearExpr.ScalProd(actions.values(), [action.legs for action in actions.keys()]))
|
||
|
||
# Tails calculation
|
||
tails = model.NewIntVar(0, cp_model.INT32_MAX, 'tails')
|
||
model.Add(tails == cp_model.LinearExpr.ScalProd(actions.values(), [action.tails for action in actions.keys()]))
|
||
|
||
# Wings calculation
|
||
wings = model.NewIntVar(0, cp_model.INT32_MAX, 'wings')
|
||
model.Add(wings == cp_model.LinearExpr.ScalProd(actions.values(), [action.wings for action in actions.keys()]))
|
||
|
||
# Fins calculation
|
||
fins = model.NewIntVar(0, cp_model.INT32_MAX, 'fins')
|
||
model.Add(fins == cp_model.LinearExpr.ScalProd(actions.values(), [action.fins for action in actions.keys()]))
|
||
|
||
# Tentacles calculation
|
||
tentacles = model.NewIntVar(0, cp_model.INT32_MAX, 'tentacles')
|
||
model.Add(tentacles == cp_model.LinearExpr.ScalProd(actions.values(), [action.tentacles for action in actions.keys()]))
|
||
|
||
# Amalgamy calculation
|
||
amalgamy = model.NewIntVar(cp_model.INT32_MIN, cp_model.INT32_MAX, 'amalgamy')
|
||
model.Add(amalgamy == cp_model.LinearExpr.ScalProd(actions.values(), [action.amalgamy for action in actions.keys()]))
|
||
|
||
# Antiquity calculation
|
||
antiquity = model.NewIntVar(cp_model.INT32_MIN, cp_model.INT32_MAX, 'antiquity')
|
||
model.Add(antiquity == cp_model.LinearExpr.ScalProd(actions.values(), [action.antiquity for action in actions.keys()]))
|
||
|
||
# Menace calculation
|
||
menace = model.NewIntVar(cp_model.INT32_MIN, cp_model.INT32_MAX, 'menace')
|
||
model.Add(menace == cp_model.LinearExpr.ScalProd(actions.values(), [action.menace for action in actions.keys()]))
|
||
|
||
# Implausibility calculation
|
||
implausibility = model.NewIntVar(cp_model.INT32_MIN, cp_model.INT32_MAX, 'implausibility')
|
||
model.Add(implausibility == cp_model.LinearExpr.ScalProd(actions.values(), [action.implausibility for action in actions.keys()]))
|
||
|
||
# Counter-church calculation
|
||
# Calculate amount of Counter-church from Holy Relics of the Thigh of Saint Fiacre
|
||
holy_relic = next(filter(lambda action: action[0].name == "Affix Saint Fiacre's Thigh Relic to your (Skeleton Type)", actions.items()))[1]
|
||
torso_style_divided_by_ten = model.NewIntVar(0, cp_model.INT32_MAX, 'torso style divided by ten')
|
||
model.AddDivisionEquality(torso_style_divided_by_ten, torso_style, 10)
|
||
holy_relic_counter_church = model.NewIntVar(0, cp_model.INT32_MAX, 'holy relic counter-church')
|
||
model.AddMultiplicationEquality(holy_relic_counter_church, [holy_relic, torso_style_divided_by_ten])
|
||
|
||
counter_church = model.NewIntVar(cp_model.INT32_MIN, cp_model.INT32_MAX, 'counter-church')
|
||
model.Add(counter_church == cp_model.LinearExpr.ScalProd(actions.values(), [action.counter_church for action in actions.keys()]) + holy_relic_counter_church)
|
||
|
||
del holy_relic, torso_style_divided_by_ten, holy_relic_counter_church
|
||
|
||
# Exhaustion calculation
|
||
exhaustion = model.NewIntVar(0, MAXIMUM_EXHAUSTION, 'exhaustion')
|
||
|
||
# Profit intermediate variables
|
||
primary_revenue = model.NewIntVar(0, cp_model.INT32_MAX, 'primary revenue')
|
||
secondary_revenue = model.NewIntVar(0, cp_model.INT32_MAX, 'secondary revenue')
|
||
total_revenue = model.NewIntVar(0, cp_model.INT32_MAX*2, 'total revenue')
|
||
model.Add(total_revenue == cp_model.LinearExpr.Sum([primary_revenue, secondary_revenue]))
|
||
|
||
|
||
# Cost
|
||
# Calculate value of actions needed to sell the skeleton.
|
||
difficulty_level = model.NewIntVar(0, cp_model.INT32_MAX, 'difficulty level')
|
||
|
||
non_zero_difficulty_level = model.NewIntVar(1, cp_model.INT32_MAX, 'non-zero difficulty level')
|
||
model.AddMaxEquality(non_zero_difficulty_level, [difficulty_level, 1])
|
||
|
||
sale_actions_times_action_value = model.NewIntVar(0, cp_model.INT32_MAX, 'sale actions times action value')
|
||
model.AddDivisionEquality(sale_actions_times_action_value, model.NewConstant(round(DIFFICULTY_SCALER*SHADOWY_LEVEL*Value.ACTION.value)), non_zero_difficulty_level)
|
||
abstract_sale_cost = model.NewIntVar(0, cp_model.INT32_MAX, 'abstract sale cost')
|
||
model.AddDivisionEquality(abstract_sale_cost, Value.ACTION.value**2, sale_actions_times_action_value)
|
||
sale_cost = model.NewIntVar(0, cp_model.INT32_MAX, 'sale cost')
|
||
model.AddMaxEquality(sale_cost, [abstract_sale_cost, Value.ACTION.value])
|
||
|
||
del non_zero_difficulty_level, sale_actions_times_action_value, abstract_sale_cost
|
||
|
||
|
||
# Calculate cost of adding joints
|
||
# This is a partial sum formula.
|
||
add_joints_amber_cost = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost')
|
||
|
||
add_joints = next(filter(lambda action: action[0].name == "Add four more joints to your skeleton", actions.items()))[1]
|
||
|
||
base_joints = model.NewIntVar(0, cp_model.INT32_MAX, 'base joints')
|
||
model.Add(base_joints == cp_model.LinearExpr.ScalProd(torsos.values(), [action.limbs_needed for torso in torsos.keys()]))
|
||
|
||
add_joints_amber_cost_multiple = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple')
|
||
|
||
add_joints_amber_cost_multiple_first_term = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple first term')
|
||
model.AddGeneralMultiplicationEquality(add_joints_amber_cost_multiple_first_term, 250, base_joints, base_joints, add_joints)
|
||
|
||
add_joints_amber_cost_multiple_second_term = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple second term')
|
||
model.AddGeneralMultiplicationEquality(add_joints_amber_cost_multiple_second_term, 1000, base_joints, add_joints, add_joints)
|
||
|
||
add_joints_amber_cost_multiple_third_term = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple third term')
|
||
model.AddGeneralMultiplicationEquality(add_joints_amber_cost_multiple_third_term, 1000, base_joints, add_joints)
|
||
|
||
add_joints_amber_cost_multiple_fourth_term = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple fourth term')
|
||
add_joints_amber_cost_multiple_fourth_term_numerator = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple fourth term numerator')
|
||
add_joints_amber_cost_multiple_fourth_term_numerator_first_term = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple fourth term numerator first term')
|
||
model.AddGeneralMultiplicationEquality(add_joints_amber_cost_multiple_fourth_term_numerator_first_term, 4000, add_joints, add_joints, add_joints)
|
||
model.Add(add_joints_amber_cost_multiple_fourth_term_numerator == add_joints_amber_cost_multiple_fourth_term_numerator_first_term + 2000*add_joints)
|
||
model.AddDivisionEquality(add_joints_amber_cost_multiple_fourth_term, add_joints_amber_cost_multiple_fourth_term_numerator, 3)
|
||
del add_joints_amber_cost_multiple_fourth_term_numerator, add_joints_amber_cost_multiple_fourth_term_numerator_first_term
|
||
|
||
add_joints_amber_cost_multiple_fifth_term = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple fifth term')
|
||
model.AddGeneralMultiplicationEquality(add_joints_amber_cost_multiple_fifth_term, 2000, add_joints, add_joints)
|
||
|
||
model.Add(add_joints_amber_cost_multiple == add_joints_amber_cost_multiple_first_term + add_joints_amber_cost_multiple_second_term - add_joints_amber_cost_multiple_third_term + add_joints_amber_cost_multiple_fourth_term - add_joints_amber_cost_multiple_fifth_term)
|
||
|
||
del add_joints_amber_cost_multiple_first_term, add_joints_amber_cost_multiple_second_term, add_joints_amber_cost_multiple_third_term, add_joints_amber_cost_multiple_fourth_term, add_joints_amber_cost_multiple_fifth_term
|
||
|
||
model.AddMultiplicationEquality(add_joints_amber_cost, [add_joints, add_joints_amber_cost_multiple])
|
||
|
||
del add_joints, add_joints_amber_cost_multiple
|
||
|
||
|
||
cost = model.NewIntVar(0, MAXIMUM_COST, 'cost')
|
||
model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [int(action.cost) for action in actions.keys()]) + add_joints_amber_cost + sale_cost == cost)
|
||
|
||
del sale_cost, add_joints_amber_cost
|
||
|
||
|
||
# Type of skeleton
|
||
skeleton_in_progress = model.NewIntVar(0, cp_model.INT32_MAX, 'skeleton in progress')
|
||
|
||
# Chimera
|
||
model.Add(skeleton_in_progress == 100) \
|
||
.OnlyEnforceIf(declarations[Declaration.CHIMERA])
|
||
# Humanoid
|
||
model.Add(skeleton_in_progress == 110) \
|
||
.OnlyEnforceIf(declarations[Declaration.HUMANOID]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('humanoid antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 0])))
|
||
# Ancient Humanoid (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 111) \
|
||
.OnlyEnforceIf(declarations[Declaration.HUMANOID]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('ancient humanoid antiquity', antiquity, cp_model.Domain.FromFlatIntervals([1, 5])))
|
||
# Neanderthal
|
||
model.Add(skeleton_in_progress == 112) \
|
||
.OnlyEnforceIf(declarations[Declaration.HUMANOID]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('neanderthal antiquity', antiquity, cp_model.Domain.FromFlatIntervals([6, cp_model.INT_MAX])))
|
||
# Ape (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 120) \
|
||
.OnlyEnforceIf(declarations[Declaration.APE]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('ape antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 1])))
|
||
# Primordial Ape (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 121) \
|
||
.OnlyEnforceIf(declarations[Declaration.APE]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('primordial ape antiquity', antiquity, cp_model.Domain.FromFlatIntervals([2, cp_model.INT_MAX])))
|
||
# Monkey
|
||
model.Add(skeleton_in_progress == 125) \
|
||
.OnlyEnforceIf(declarations[Declaration.MONKEY]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('monkey antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 0])))
|
||
# Catarrhine Monkey (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 126) \
|
||
.OnlyEnforceIf(declarations[Declaration.MONKEY]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('catarrhine monkey 126 antiquity', antiquity, cp_model.Domain.FromFlatIntervals([1, 8])))
|
||
# Catarrhine Monkey
|
||
model.Add(skeleton_in_progress == 128) \
|
||
.OnlyEnforceIf(declarations[Declaration.MONKEY]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('catarrhine monkey 128 antiquity', antiquity, cp_model.Domain.FromFlatIntervals([9, cp_model.INT_MAX])))
|
||
# Crocodile
|
||
model.Add(skeleton_in_progress == 160) \
|
||
.OnlyEnforceIf(declarations[Declaration.REPTILE]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('crocodile antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 1])))
|
||
# Dinosaur
|
||
model.Add(skeleton_in_progress == 161) \
|
||
.OnlyEnforceIf(declarations[Declaration.REPTILE]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('dinosaur antiquity', antiquity, cp_model.Domain.FromFlatIntervals([2, 4])))
|
||
# Mesosaur (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 162) \
|
||
.OnlyEnforceIf(declarations[Declaration.REPTILE]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('mesosaur antiquity', antiquity, cp_model.Domain.FromFlatIntervals([5, cp_model.INT_MAX])))
|
||
# Toad
|
||
model.Add(skeleton_in_progress == 170) \
|
||
.OnlyEnforceIf(declarations[Declaration.AMPHIBIAN]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('toad antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 1])))
|
||
# Primordial Amphibian
|
||
model.Add(skeleton_in_progress == 171) \
|
||
.OnlyEnforceIf(declarations[Declaration.AMPHIBIAN]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('primordial amphibian antiquity', antiquity, cp_model.Domain.FromFlatIntervals([2, 4])))
|
||
# Temnospondyl
|
||
model.Add(skeleton_in_progress == 172) \
|
||
.OnlyEnforceIf(declarations[Declaration.AMPHIBIAN]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('temnospondyl antiquity', antiquity, cp_model.Domain.FromFlatIntervals([5, cp_model.INT_MAX])))
|
||
# Owl
|
||
model.Add(skeleton_in_progress == 180) \
|
||
.OnlyEnforceIf(declarations[Declaration.BIRD]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('owl antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 1])))
|
||
# Archaeopteryx
|
||
model.Add(skeleton_in_progress == 181) \
|
||
.OnlyEnforceIf(declarations[Declaration.BIRD]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('archaeopteryx antiquity', antiquity, cp_model.Domain.FromFlatIntervals([2, 4])))
|
||
# Ornithomimosaur (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 182) \
|
||
.OnlyEnforceIf(declarations[Declaration.BIRD]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('ornithomimosaur antiquity', antiquity, cp_model.Domain.FromFlatIntervals([5, cp_model.INT_MAX])))
|
||
# Lamprey
|
||
model.Add(skeleton_in_progress == 190) \
|
||
.OnlyEnforceIf(declarations[Declaration.FISH]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('lamprey antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 0])))
|
||
# Coelacanth (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 191) \
|
||
.OnlyEnforceIf(declarations[Declaration.FISH]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('coelacanth antiquity', antiquity, cp_model.Domain.FromFlatIntervals([1, cp_model.INT_MAX])))
|
||
# Spider (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 200) \
|
||
.OnlyEnforceIf(declarations[Declaration.SPIDER]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('spider antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 1])))
|
||
# Primordial Orb-Weaver (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 201) \
|
||
.OnlyEnforceIf(declarations[Declaration.SPIDER]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('primordial orb-weaver antiquity', antiquity, cp_model.Domain.FromFlatIntervals([2, 7])))
|
||
# Trigonotarbid
|
||
model.Add(skeleton_in_progress == 203) \
|
||
.OnlyEnforceIf(declarations[Declaration.SPIDER]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('trigonotarbid antiquity', antiquity, cp_model.Domain.FromFlatIntervals([8, cp_model.INT_MAX])))
|
||
# Beetle (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 210) \
|
||
.OnlyEnforceIf(declarations[Declaration.INSECT]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('beetle antiquity', antiquity, cp_model.Domain.FromFlatIntervals([cp_model.INT_MIN, 1])))
|
||
# Primordial Beetle (UNCERTAIN)
|
||
model.Add(skeleton_in_progress == 211) \
|
||
.OnlyEnforceIf(declarations[Declaration.INSECT]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('primordial beetle antiquity', antiquity, cp_model.Domain.FromFlatIntervals([2, 6])))
|
||
# Rhyniognatha
|
||
model.Add(skeleton_in_progress == 212) \
|
||
.OnlyEnforceIf(declarations[Declaration.INSECT]) \
|
||
.OnlyEnforceIf(model.NewIntermediateBoolVar('rhyniognatha antiquity', antiquity, cp_model.Domain.FromFlatIntervals([7, cp_model.INT_MAX])))
|
||
# Curator
|
||
model.Add(skeleton_in_progress == 300) \
|
||
.OnlyEnforceIf(declarations[Declaration.CURATOR])
|
||
|
||
|
||
# Humanoid requirements
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.HUMANOID])
|
||
model.Add(legs == 2).OnlyEnforceIf(declarations[Declaration.HUMANOID])
|
||
model.Add(arms == 2).OnlyEnforceIf(declarations[Declaration.HUMANOID])
|
||
model.Add(torso_style >= 10).OnlyEnforceIf(declarations[Declaration.HUMANOID])
|
||
model.Add(torso_style <= 20).OnlyEnforceIf(declarations[Declaration.HUMANOID])
|
||
for prohibited_quality in [tails, fins, wings]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.HUMANOID])
|
||
|
||
# Ape requirements
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.APE])
|
||
model.Add(arms == 4).OnlyEnforceIf(declarations[Declaration.APE])
|
||
model.Add(torso_style >= 10).OnlyEnforceIf(declarations[Declaration.APE])
|
||
model.Add(torso_style <= 20).OnlyEnforceIf(declarations[Declaration.APE])
|
||
for prohibited_quality in [legs, tails, fins, wings]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.APE])
|
||
|
||
# Monkey requirements
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.MONKEY])
|
||
model.Add(arms == 4).OnlyEnforceIf(declarations[Declaration.MONKEY])
|
||
model.Add(tails == 1).OnlyEnforceIf(declarations[Declaration.MONKEY])
|
||
model.Add(torso_style >= 10).OnlyEnforceIf(declarations[Declaration.MONKEY])
|
||
model.Add(torso_style <= 20).OnlyEnforceIf(declarations[Declaration.MONKEY])
|
||
for prohibited_quality in [legs, fins, wings]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.MONKEY])
|
||
|
||
# Bird requirements
|
||
model.Add(legs == 2).OnlyEnforceIf(declarations[Declaration.BIRD])
|
||
model.Add(wings == 2).OnlyEnforceIf(declarations[Declaration.BIRD])
|
||
model.Add(torso_style >= 20).OnlyEnforceIf(declarations[Declaration.BIRD])
|
||
for prohibited_quality in [arms, fins]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.BIRD])
|
||
model.Add(tails < 2).OnlyEnforceIf(declarations[Declaration.BIRD])
|
||
|
||
# Curator requirements
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.CURATOR])
|
||
model.Add(arms == 2).OnlyEnforceIf(declarations[Declaration.CURATOR])
|
||
model.Add(legs == 2).OnlyEnforceIf(declarations[Declaration.CURATOR])
|
||
model.Add(wings == 2).OnlyEnforceIf(declarations[Declaration.CURATOR])
|
||
for prohibited_quality in [fins, tails]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.CURATOR])
|
||
|
||
# Reptile requirements
|
||
model.Add(torso_style >= 20).OnlyEnforceIf(declarations[Declaration.REPTILE])
|
||
model.Add(tails == 1).OnlyEnforceIf(declarations[Declaration.REPTILE])
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.REPTILE])
|
||
for prohibited_quality in [fins, wings, arms]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.REPTILE])
|
||
model.Add(legs < 5).OnlyEnforceIf(declarations[Declaration.REPTILE])
|
||
|
||
# Amphibian requirements
|
||
model.Add(torso_style >= 20).OnlyEnforceIf(declarations[Declaration.AMPHIBIAN])
|
||
model.Add(legs == 4).OnlyEnforceIf(declarations[Declaration.AMPHIBIAN])
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.AMPHIBIAN])
|
||
|
||
for prohibited_quality in [tails, fins, wings, arms]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.AMPHIBIAN])
|
||
|
||
# Fish requirements
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.FISH])
|
||
model.Add(fins >= 2).OnlyEnforceIf(declarations[Declaration.FISH])
|
||
model.Add(tails <= 1).OnlyEnforceIf(declarations[Declaration.FISH])
|
||
model.Add(torso_style >= 20).OnlyEnforceIf(declarations[Declaration.FISH])
|
||
for prohibited_quality in [arms, legs, wings]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.FISH])
|
||
|
||
# Insect requirements
|
||
model.Add(skulls == 1).OnlyEnforceIf(declarations[Declaration.INSECT])
|
||
model.Add(legs == 6).OnlyEnforceIf(declarations[Declaration.INSECT])
|
||
model.Add(torso_style >= 20).OnlyEnforceIf(declarations[Declaration.INSECT])
|
||
for prohibited_quality in [arms, fins, tails]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.INSECT])
|
||
model.Add(wings < 5).OnlyEnforceIf(declarations[Declaration.INSECT])
|
||
|
||
# Spider requirements
|
||
model.Add(legs == 8).OnlyEnforceIf(declarations[Declaration.SPIDER])
|
||
model.Add(tails <= 1).OnlyEnforceIf(declarations[Declaration.SPIDER])
|
||
model.Add(torso_style >= 20).OnlyEnforceIf(declarations[Declaration.SPIDER])
|
||
for prohibited_quality in [skulls, arms, wings, fins]:
|
||
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.SPIDER])
|
||
|
||
# Skeleton must be finished
|
||
for needed_quality in [lambda action: action.skulls_needed, lambda action: action.limbs_needed, lambda action: action.tails_needed]:
|
||
model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [needed_quality(action) for action in actions.keys()]) == 0)
|
||
|
||
if data['buyer'] == Buyer.A_PALAEONTOLOGIST_WITH_HOARDING_PROPENSITIES:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value + 5)
|
||
model.Add(secondary_revenue == 500)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 40*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.A_NAIVE_COLLECTOR:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
|
||
value_remainder = model.NewIntVar(0, 249, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 250)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder)
|
||
model.Add(secondary_revenue == 0)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 25*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.A_FAMILIAR_BOHEMIAN_SCULPTRESS:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(antiquity <= 0)
|
||
|
||
value_remainder = model.NewIntVar(0, 249, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 250)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 1000)
|
||
model.Add(secondary_revenue == 250*counter_church)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 50*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.A_PEDAGOGICALLY_INCLINED_GRANDMOTHER:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(menace <= 0)
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 1000)
|
||
model.Add(secondary_revenue == 0)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 50*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.A_THEOLOGIAN_OF_THE_OLD_SCHOOL:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(amalgamy <= 0)
|
||
|
||
value_remainder = model.NewIntVar(0, 249, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 250)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 1000)
|
||
model.Add(secondary_revenue == 0)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 50*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.AN_ENTHUSIAST_OF_THE_ANCIENT_WORLD:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(antiquity > 0)
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder)
|
||
model.Add(secondary_revenue == 250*antiquity + (250 if data['bone_market_fluctuations'] == Fluctuation.ANTIQUITY else 0))
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 45*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.MRS_PLENTY:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(menace > 0)
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder)
|
||
model.Add(secondary_revenue == 250*menace)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 45*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.A_TENTACLED_SERVANT:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(amalgamy > 0)
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 250)
|
||
model.Add(secondary_revenue == 250*amalgamy + (250 if data['bone_market_fluctuations'] == Fluctuation.AMALGAMY else 0))
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 45*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.AN_INVESTMENT_MINDED_AMBASSADOR:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(antiquity > 0)
|
||
|
||
antiquity_squared = model.NewIntVar(0, cp_model.INT32_MAX, 'antiquity squared')
|
||
model.AddMultiplicationEquality(antiquity_squared, [antiquity, antiquity])
|
||
|
||
tailfeathers = model.NewIntVar(0, cp_model.INT32_MAX, 'tailfeathers')
|
||
if data['bone_market_fluctuations'] == Fluctuation.ANTIQUITY:
|
||
model.AddApproximateExponentiationEquality(tailfeathers, antiquity, 2.2, MAXIMUM_ATTRIBUTE)
|
||
else:
|
||
model.Add(tailfeathers == antiquity_squared)
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
extra_value = model.NewIntermediateBoolVar('extra value', value_remainder, cp_model.Domain.FromFlatIntervals([0, cp_model.INT_MAX]))
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value + 50*extra_value + 250)
|
||
model.Add(secondary_revenue == 250*tailfeathers)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 75*implausibility)
|
||
|
||
# Exhaustion
|
||
derived_exhaustion = model.NewIntVar(0, cp_model.INT32_MAX, 'derived exhaustion')
|
||
model.AddDivisionEquality(derived_exhaustion, antiquity_squared, 20)
|
||
|
||
model.Add(exhaustion == derived_exhaustion + cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.A_TELLER_OF_TERRORS:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(menace > 0)
|
||
|
||
menace_squared = model.NewIntVar(0, cp_model.INT32_MAX, 'menace squared')
|
||
model.AddMultiplicationEquality(menace_squared, [menace, menace])
|
||
|
||
value_remainder = model.NewIntVar(0, 9, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 10)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 50)
|
||
model.Add(secondary_revenue == 50*menace_squared)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 75*implausibility)
|
||
|
||
# Exhaustion
|
||
derived_exhaustion = model.NewIntVar(0, cp_model.INT32_MAX, 'derived exhaustion')
|
||
model.AddDivisionEquality(derived_exhaustion, menace_squared, 100)
|
||
|
||
model.Add(exhaustion == derived_exhaustion + cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.A_TENTACLED_ENTREPRENEUR:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(amalgamy > 0)
|
||
|
||
amalgamy_squared = model.NewIntVar(0, cp_model.INT32_MAX, 'amalgamy squared')
|
||
model.AddMultiplicationEquality(amalgamy_squared, [amalgamy, amalgamy])
|
||
|
||
final_breaths = model.NewIntVar(0, cp_model.INT32_MAX, 'final breaths')
|
||
if data['bone_market_fluctuations'] == Fluctuation.AMALGAMY:
|
||
model.AddApproximateExponentiationEquality(final_breaths, amalgamy, 2.2, MAXIMUM_ATTRIBUTE)
|
||
else:
|
||
model.Add(final_breaths == amalgamy_squared)
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 250)
|
||
model.Add(secondary_revenue == 50*final_breaths)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 75*implausibility)
|
||
|
||
# Exhaustion
|
||
derived_exhaustion = model.NewIntVar(0, cp_model.INT32_MAX, 'derived exhaustion')
|
||
model.AddDivisionEquality(derived_exhaustion, amalgamy_squared, 100)
|
||
|
||
model.Add(exhaustion == derived_exhaustion + cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.AN_AUTHOR_OF_GOTHIC_TALES:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(antiquity > 0)
|
||
model.Add(menace > 0)
|
||
|
||
antiquity_times_menace = model.NewIntVar(0, cp_model.INT32_MAX, 'antiquity times menace')
|
||
model.AddMultiplicationEquality(antiquity_times_menace, [antiquity, menace])
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 250)
|
||
model.Add(secondary_revenue == 250*antiquity_times_menace + 250*(menace if data['bone_market_fluctuations'] == Fluctuation.ANTIQUITY else 0))
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 75*implausibility)
|
||
|
||
# Exhaustion
|
||
derived_exhaustion = model.NewIntVar(0, cp_model.INT32_MAX, 'derived exhaustion')
|
||
model.AddDivisionEquality(derived_exhaustion, antiquity_times_menace, 20)
|
||
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]) + derived_exhaustion)
|
||
elif data['buyer'] == Buyer.A_ZAILOR_WITH_PARTICULAR_INTERESTS:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(antiquity > 0)
|
||
model.Add(amalgamy > 0)
|
||
|
||
amalgamy_times_antiquity = model.NewIntVar(0, cp_model.INT32_MAX, 'amalgamy times antiquity')
|
||
model.AddMultiplicationEquality(amalgamy_times_antiquity, [amalgamy, antiquity])
|
||
|
||
value_remainder = model.NewIntVar(0, 9, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 10)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 250)
|
||
model.Add(secondary_revenue == 250*amalgamy_times_antiquity + 250*(amalgamy if data['bone_market_fluctuations'] == Fluctuation.ANTIQUITY else antiquity if data['bone_market_fluctuations'] == Fluctuation.AMALGAMY else 0))
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 75*implausibility)
|
||
|
||
# Exhaustion
|
||
derived_exhaustion = model.NewIntVar(0, cp_model.INT32_MAX, 'derived exhaustion')
|
||
model.AddDivisionEquality(derived_exhaustion, amalgamy_times_antiquity, 20)
|
||
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]) + derived_exhaustion)
|
||
elif data['buyer'] == Buyer.A_RUBBERY_COLLECTOR:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(amalgamy > 0)
|
||
model.Add(menace > 0)
|
||
|
||
amalgamy_times_menace = model.NewIntVar(0, cp_model.INT32_MAX, 'amalgamy times menace')
|
||
model.AddMultiplicationEquality(amalgamy_times_menace, [amalgamy, menace])
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 250)
|
||
model.Add(secondary_revenue == 250*amalgamy_times_menace + 250*(menace if data['bone_market_fluctuations'] == Fluctuation.AMALGAMY else 0))
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 75*implausibility)
|
||
|
||
# Exhaustion
|
||
derived_exhaustion = model.NewIntVar(0, cp_model.INT32_MAX, 'derived exhaustion')
|
||
model.AddDivisionEquality(derived_exhaustion, amalgamy_times_menace, 20)
|
||
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]) + derived_exhaustion)
|
||
elif data['buyer'] == Buyer.A_CONSTABLE:
|
||
model.AddLinearExpressionInDomain(skeleton_in_progress, cp_model.Domain.FromFlatIntervals([110, 119]))
|
||
|
||
value_remainder = model.NewIntVar(0, 49, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 50)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 1000)
|
||
model.Add(secondary_revenue == 0)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 50*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.AN_ENTHUSIAST_IN_SKULLS:
|
||
model.Add(skeleton_in_progress >= 100)
|
||
model.Add(skulls >= 2)
|
||
|
||
extra_skulls = model.NewIntVar(0, cp_model.INT32_MAX, 'extra skulls')
|
||
model.Add(extra_skulls == skulls - 1)
|
||
vital_intelligence = model.NewIntVar(0, cp_model.INT32_MAX, 'vital intelligence')
|
||
model.AddApproximateExponentiationEquality(vital_intelligence, extra_skulls, 1.8, MAXIMUM_ATTRIBUTE)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value)
|
||
model.Add(secondary_revenue == 1250*vital_intelligence)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 60*implausibility)
|
||
|
||
# Exhaustion
|
||
derived_exhaustion = model.NewIntVar(0, cp_model.INT32_MAX, 'derived exhaustion')
|
||
model.AddDivisionEquality(derived_exhaustion, vital_intelligence, 4)
|
||
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]) + derived_exhaustion)
|
||
elif data['buyer'] == Buyer.A_DREARY_MIDNIGHTER:
|
||
model.AddLinearExpressionInDomain(skeleton_in_progress, cp_model.Domain.FromFlatIntervals([110, 299]))
|
||
model.Add(amalgamy <= 0)
|
||
model.Add(counter_church <= 0)
|
||
|
||
value_remainder = model.NewIntVar(0, 2, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 3)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder + 300)
|
||
model.Add(secondary_revenue == 250)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 100*implausibility)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
elif data['buyer'] == Buyer.THE_DUMBWAITER_OF_BALMORAL:
|
||
model.AddLinearExpressionInDomain(skeleton_in_progress, cp_model.Domain.FromFlatIntervals([180, 189]))
|
||
model.Add(value >= 250)
|
||
value_remainder = model.NewIntVar(0, 249, 'value remainder')
|
||
model.AddModuloEquality(value_remainder, value, 250)
|
||
|
||
# Revenue
|
||
model.Add(primary_revenue == value - value_remainder)
|
||
model.Add(secondary_revenue == 0)
|
||
|
||
# Difficulty Level
|
||
model.Add(difficulty_level == 200)
|
||
|
||
# Exhaustion
|
||
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
|
||
|
||
|
||
# Maximize profit margin
|
||
net_profit = model.NewIntVar(cp_model.INT32_MIN, cp_model.INT32_MAX, 'net profit')
|
||
model.Add(net_profit == total_revenue - cost)
|
||
|
||
# This is necessary to preserve some degree of precision after dividing
|
||
multiplied_net_profit = model.NewIntVar(cp_model.INT32_MIN*PROFIT_MARGIN_MULTIPLIER, cp_model.INT32_MAX*PROFIT_MARGIN_MULTIPLIER, 'multiplied net profit')
|
||
model.AddMultiplicationEquality(multiplied_net_profit, [net_profit, PROFIT_MARGIN_MULTIPLIER])
|
||
|
||
absolute_multiplied_net_profit = model.NewIntVar(0, cp_model.INT32_MAX*PROFIT_MARGIN_MULTIPLIER, 'absolute multiplied net profit')
|
||
model.AddAbsEquality(absolute_multiplied_net_profit, multiplied_net_profit)
|
||
|
||
absolute_profit_margin = model.NewIntVar(cp_model.INT32_MIN*PROFIT_MARGIN_MULTIPLIER, cp_model.INT32_MAX*PROFIT_MARGIN_MULTIPLIER, 'absolute profit margin')
|
||
model.AddDivisionEquality(absolute_profit_margin, absolute_multiplied_net_profit, total_revenue)
|
||
|
||
profit_margin = model.NewIntVar(cp_model.INT32_MIN*PROFIT_MARGIN_MULTIPLIER, cp_model.INT32_MAX*PROFIT_MARGIN_MULTIPLIER, 'profit margin')
|
||
|
||
positive_net_profit = model.NewIntermediateBoolVar('positive net profit', net_profit, cp_model.Domain.FromFlatIntervals([0, cp_model.INT_MAX]))
|
||
model.Add(profit_margin == absolute_profit_margin).OnlyEnforceIf(positive_net_profit)
|
||
model.Add(profit_margin == absolute_profit_margin*-1).OnlyEnforceIf(positive_net_profit.Not())
|
||
|
||
del multiplied_net_profit, absolute_multiplied_net_profit, absolute_profit_margin, positive_net_profit
|
||
|
||
|
||
model.Maximize(profit_margin)
|
||
|
||
solver = cp_model.CpSolver()
|
||
solver.parameters.num_search_workers = os.cpu_count()
|
||
solver.parameters.log_search_progress = True
|
||
|
||
status = solver.StatusName(solver.Solve(model))
|
||
if status == "INFEASIBLE":
|
||
raise RuntimeError("There is no satisfactory skeleton.")
|
||
elif status == "FEASIBLE":
|
||
print("WARNING: skeleton may be suboptimal.")
|
||
elif status != "OPTIMAL":
|
||
raise RuntimeError("Unknown status returned: {}.".format(status))
|
||
|
||
for action in actions.keys():
|
||
for _ in range(int(solver.Value(actions[action]))):
|
||
print(action)
|
||
|
||
print("\nProfit: £{:,.2f}".format(solver.Value(net_profit)/100))
|
||
print("Profit Margin: {:+,.2%}".format(solver.Value(profit_margin)/PROFIT_MARGIN_MULTIPLIER))
|
||
|
||
print("\nTotal Revenue: £{:,.2f}".format(solver.Value(total_revenue)/100))
|
||
print("Primary Revenue: £{:,.2f}".format(solver.Value(primary_revenue)/100))
|
||
print("Secondary Revenue: £{:,.2f}".format(solver.Value(secondary_revenue)/100))
|
||
|
||
print("\nCost: £{:,.2f}".format(solver.Value(cost)/100))
|
||
|
||
print("\nValue: £{:,.2f}".format(solver.Value(value)/100))
|
||
print("Amalgamy: {:n}".format(solver.Value(amalgamy)))
|
||
print("Antiquity: {:n}".format(solver.Value(antiquity)))
|
||
print("Menace: {:n}".format(solver.Value(menace)))
|
||
print("Counter-Church: {:n}".format(solver.Value(counter_church)))
|
||
print("Implausibility: {:n}".format(solver.Value(implausibility)))
|
||
|
||
print("\nExhaustion: {:n}".format(solver.Value(exhaustion)))
|
||
|
||
if __name__ == '__main__':
|
||
Solve()
|