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Bone-Market-Solver
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Remove data model 

Rather than having a single action list, actions are now added to the
model enumeration-by-enumeration. This allows for more flexibility and
clarity when introducing exceptions to the norm.

Skipping tails is now modelled correctly: it can only be done once, and
doing so removes all remaining tails. As far as the model is concerned,
this means that not all tails need to be filled if tails have been
skipped.
This commit is contained in:
Jeremy Saklad 2021-06-13 12:37:15 -05:00
parent 04b766a619
commit abd796f64d
Signed by: Jeremy Saklad
GPG Key ID: 9CA2149583EDBF84
1 changed files with 153 additions and 144 deletions
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Bone Market Solver.py
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@ -926,11 +926,10 @@ class Appendage(enum.Enum):
tails = -1
)
# This actually sets Skeleton: Tails Needed to 0
# This sets Skeleton: Tails Needed to 0 and is implemented separately
SKIP_TAILS = Action(
"Decide your Tailless Animal needs no tail",
cost = Value.ACTION.value,
tails_needed = -1
cost = Value.ACTION.value
)
def __str__(self):
@ -1033,43 +1032,47 @@ class Fluctuation(enum.Enum):
# The current value of Bone Market Fluctuations, which grants various bonuses to certain buyers.
BONE_MARKET_FLUCTUATIONS = Fluctuation.AMALGAMY
def create_data_model():
data = {}
data['actions'] = [torso.value for torso in Torso] + [skull.value for skull in Skull] + [appendage.value for appendage in Appendage] + [adjustment.value for adjustment in Adjustment]
return data
def Solve():
data = create_data_model()
model = cp_model.CpModel()
# Any number of any action, except only one torso
torsos = {}
actions = {}
for action in data['actions']:
if action.torso_style is not None:
torsos[action] = model.NewBoolVar(action.name)
actions[action] = torsos[action]
# Torso
for torso in Torso:
actions[torso] = model.NewBoolVar(torso.value.name)
# Skull
for skull in Skull:
actions[skull] = model.NewIntVar(0, cp_model.INT32_MAX, skull.value.name)
# Appendage
for appendage in Appendage:
if appendage == Appendage.SKIP_TAILS:
actions[appendage] = model.NewBoolVar(appendage.value.name)
else:
actions[action] = model.NewIntVar(0, cp_model.INT32_MAX, action.name)
actions[appendage] = model.NewIntVar(0, cp_model.INT32_MAX, appendage.value.name)
model.Add(cp_model.LinearExpr.Sum(torsos.values()) == 1)
# Adjustment
for adjustment in Adjustment:
actions[adjustment] = model.NewIntVar(0, cp_model.INT32_MAX, adjustment.value.name)
# Skeleton must be declared something
declarations = {}
# Declaration
for declaration in Declaration:
declarations[declaration] = model.NewBoolVar(declaration.value.name)
actions[declaration.value] = declarations[declaration]
model.Add(cp_model.LinearExpr.Sum(declarations.values()) == 1)
actions[declaration] = model.NewBoolVar(declaration.value.name)
# One torso
model.Add(cp_model.LinearExpr.Sum([value for (key, value) in actions.items() if isinstance(key, Torso)]) == 1)
# One declaration
model.Add(cp_model.LinearExpr.Sum([value for (key, value) in actions.items() if isinstance(key, Declaration)]) == 1)
# Value calculation
original_value = model.NewIntVar(0, cp_model.INT32_MAX, 'original value')
model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [action.value for action in actions.keys()]) == original_value)
model.Add(original_value == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.value for action in actions.keys()]))
multiplied_value = model.NewIntVar(0, cp_model.INT32_MAX*11, "multiplied value")
model.Add(multiplied_value == original_value*11).OnlyEnforceIf(declarations[ZOOLOGICAL_MANIA])
model.Add(multiplied_value == original_value*10).OnlyEnforceIf(declarations[ZOOLOGICAL_MANIA].Not())
model.Add(multiplied_value == original_value*11).OnlyEnforceIf(actions[ZOOLOGICAL_MANIA])
model.Add(multiplied_value == original_value*10).OnlyEnforceIf(actions[ZOOLOGICAL_MANIA].Not())
value = model.NewIntVar(0, cp_model.INT32_MAX, 'value')
model.AddDivisionEquality(value, multiplied_value, 10)
@ -1078,64 +1081,64 @@ def Solve():
# 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)
torso_style = model.NewIntVarFromDomain(cp_model.Domain.FromValues([torso.value.torso_style for torso in Torso]), 'torso_style')
for torso, torso_variable in {key: value for (key, value) in actions.items() if isinstance(key, Torso)}.items():
model.Add(torso_style == torso.value.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()]))
model.Add(skulls == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(arms == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(legs == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(tails == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(wings == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(fins == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(tentacles == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(amalgamy == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(antiquity == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(menace == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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()]))
model.Add(implausibility == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.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]
holy_relic = actions[Appendage.FIACRE_THIGH]
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)
model.Add(counter_church == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.counter_church for action in actions.keys()]) + holy_relic_counter_church)
del holy_relic, torso_style_divided_by_ten, holy_relic_counter_church
@ -1170,10 +1173,10 @@ def Solve():
# 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]
add_joints = actions[Appendage.ADD_JOINTS]
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()]))
model.Add(base_joints == cp_model.LinearExpr.ScalProd([value for (key, value) in actions.items() if isinstance(key, Torso)], [torso.value.limbs_needed for torso in Torso]))
add_joints_amber_cost_multiple = model.NewIntVar(0, cp_model.INT32_MAX, 'add joints amber cost multiple')
@ -1207,7 +1210,7 @@ def Solve():
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)
model.Add(cost == cp_model.LinearExpr.ScalProd(actions.values(), [int(action.value.cost) for action in actions.keys()]) + add_joints_amber_cost + sale_cost)
del sale_cost, add_joints_amber_cost
@ -1217,196 +1220,202 @@ def Solve():
# Chimera
model.Add(skeleton_in_progress == 100) \
.OnlyEnforceIf(declarations[Declaration.CHIMERA])
.OnlyEnforceIf(actions[Declaration.CHIMERA])
# Humanoid
model.Add(skeleton_in_progress == 110) \
.OnlyEnforceIf(declarations[Declaration.HUMANOID]) \
.OnlyEnforceIf(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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(actions[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])
.OnlyEnforceIf(actions[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])
model.Add(skulls == 1).OnlyEnforceIf(actions[Declaration.HUMANOID])
model.Add(legs == 2).OnlyEnforceIf(actions[Declaration.HUMANOID])
model.Add(arms == 2).OnlyEnforceIf(actions[Declaration.HUMANOID])
model.Add(torso_style >= 10).OnlyEnforceIf(actions[Declaration.HUMANOID])
model.Add(torso_style <= 20).OnlyEnforceIf(actions[Declaration.HUMANOID])
for prohibited_quality in [tails, fins, wings]:
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.HUMANOID])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[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])
model.Add(skulls == 1).OnlyEnforceIf(actions[Declaration.APE])
model.Add(arms == 4).OnlyEnforceIf(actions[Declaration.APE])
model.Add(torso_style >= 10).OnlyEnforceIf(actions[Declaration.APE])
model.Add(torso_style <= 20).OnlyEnforceIf(actions[Declaration.APE])
for prohibited_quality in [legs, tails, fins, wings]:
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.APE])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[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])
model.Add(skulls == 1).OnlyEnforceIf(actions[Declaration.MONKEY])
model.Add(arms == 4).OnlyEnforceIf(actions[Declaration.MONKEY])
model.Add(tails == 1).OnlyEnforceIf(actions[Declaration.MONKEY])
model.Add(torso_style >= 10).OnlyEnforceIf(actions[Declaration.MONKEY])
model.Add(torso_style <= 20).OnlyEnforceIf(actions[Declaration.MONKEY])
for prohibited_quality in [legs, fins, wings]:
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.MONKEY])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[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])
model.Add(legs == 2).OnlyEnforceIf(actions[Declaration.BIRD])
model.Add(wings == 2).OnlyEnforceIf(actions[Declaration.BIRD])
model.Add(torso_style >= 20).OnlyEnforceIf(actions[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])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[Declaration.BIRD])
model.Add(tails < 2).OnlyEnforceIf(actions[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])
model.Add(skulls == 1).OnlyEnforceIf(actions[Declaration.CURATOR])
model.Add(arms == 2).OnlyEnforceIf(actions[Declaration.CURATOR])
model.Add(legs == 2).OnlyEnforceIf(actions[Declaration.CURATOR])
model.Add(wings == 2).OnlyEnforceIf(actions[Declaration.CURATOR])
for prohibited_quality in [fins, tails]:
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.CURATOR])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[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])
model.Add(torso_style >= 20).OnlyEnforceIf(actions[Declaration.REPTILE])
model.Add(tails == 1).OnlyEnforceIf(actions[Declaration.REPTILE])
model.Add(skulls == 1).OnlyEnforceIf(actions[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])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[Declaration.REPTILE])
model.Add(legs < 5).OnlyEnforceIf(actions[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])
model.Add(torso_style >= 20).OnlyEnforceIf(actions[Declaration.AMPHIBIAN])
model.Add(legs == 4).OnlyEnforceIf(actions[Declaration.AMPHIBIAN])
model.Add(skulls == 1).OnlyEnforceIf(actions[Declaration.AMPHIBIAN])
for prohibited_quality in [tails, fins, wings, arms]:
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.AMPHIBIAN])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[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])
model.Add(skulls == 1).OnlyEnforceIf(actions[Declaration.FISH])
model.Add(fins >= 2).OnlyEnforceIf(actions[Declaration.FISH])
model.Add(tails <= 1).OnlyEnforceIf(actions[Declaration.FISH])
model.Add(torso_style >= 20).OnlyEnforceIf(actions[Declaration.FISH])
for prohibited_quality in [arms, legs, wings]:
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.FISH])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[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])
model.Add(skulls == 1).OnlyEnforceIf(actions[Declaration.INSECT])
model.Add(legs == 6).OnlyEnforceIf(actions[Declaration.INSECT])
model.Add(torso_style >= 20).OnlyEnforceIf(actions[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])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[Declaration.INSECT])
model.Add(wings < 5).OnlyEnforceIf(actions[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])
model.Add(legs == 8).OnlyEnforceIf(actions[Declaration.SPIDER])
model.Add(tails <= 1).OnlyEnforceIf(actions[Declaration.SPIDER])
model.Add(torso_style >= 20).OnlyEnforceIf(actions[Declaration.SPIDER])
for prohibited_quality in [skulls, arms, wings, fins]:
model.Add(prohibited_quality == 0).OnlyEnforceIf(declarations[Declaration.SPIDER])
model.Add(prohibited_quality == 0).OnlyEnforceIf(actions[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)
# Skeleton must have no unfilled skulls
model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [action.value.skulls_needed for action in actions.keys()]) == 0)
# Skeleton must have no unfilled limbs
model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [action.value.limbs_needed for action in actions.keys()]) == 0)
# Skeleton must have no unfilled tails, unless they were skipped
model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [action.value.tails_needed for action in actions.keys()]) == 0).OnlyEnforceIf(actions[Appendage.SKIP_TAILS].Not())
model.Add(cp_model.LinearExpr.ScalProd(actions.values(), [action.value.tails_needed for action in actions.keys()]) >= 0).OnlyEnforceIf(actions[Appendage.SKIP_TAILS])
if BUYER == Buyer.A_PALAEONTOLOGIST_WITH_HOARDING_PROPENSITIES:
model.Add(skeleton_in_progress >= 100)
@ -1419,7 +1428,7 @@ def Solve():
model.Add(difficulty_level == 40*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.A_NAIVE_COLLECTOR:
model.Add(skeleton_in_progress >= 100)
@ -1434,7 +1443,7 @@ def Solve():
model.Add(difficulty_level == 25*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.A_FAMILIAR_BOHEMIAN_SCULPTRESS:
model.Add(skeleton_in_progress >= 100)
model.Add(antiquity <= 0)
@ -1450,7 +1459,7 @@ def Solve():
model.Add(difficulty_level == 50*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.A_PEDAGOGICALLY_INCLINED_GRANDMOTHER:
model.Add(skeleton_in_progress >= 100)
model.Add(menace <= 0)
@ -1466,7 +1475,7 @@ def Solve():
model.Add(difficulty_level == 50*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.A_THEOLOGIAN_OF_THE_OLD_SCHOOL:
model.Add(skeleton_in_progress >= 100)
model.Add(amalgamy <= 0)
@ -1482,7 +1491,7 @@ def Solve():
model.Add(difficulty_level == 50*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.AN_ENTHUSIAST_OF_THE_ANCIENT_WORLD:
model.Add(skeleton_in_progress >= 100)
model.Add(antiquity > 0)
@ -1498,7 +1507,7 @@ def Solve():
model.Add(difficulty_level == 45*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.MRS_PLENTY:
model.Add(skeleton_in_progress >= 100)
model.Add(menace > 0)
@ -1514,7 +1523,7 @@ def Solve():
model.Add(difficulty_level == 45*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.A_TENTACLED_SERVANT:
model.Add(skeleton_in_progress >= 100)
model.Add(amalgamy > 0)
@ -1530,7 +1539,7 @@ def Solve():
model.Add(difficulty_level == 45*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.AN_INVESTMENT_MINDED_AMBASSADOR:
model.Add(skeleton_in_progress >= 100)
model.Add(antiquity > 0)
@ -1559,7 +1568,7 @@ def Solve():
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()]))
model.Add(exhaustion == derived_exhaustion + cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.A_TELLER_OF_TERRORS:
model.Add(skeleton_in_progress >= 100)
model.Add(menace > 0)
@ -1581,7 +1590,7 @@ def Solve():
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()]))
model.Add(exhaustion == derived_exhaustion + cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.A_TENTACLED_ENTREPRENEUR:
model.Add(skeleton_in_progress >= 100)
model.Add(amalgamy > 0)
@ -1609,7 +1618,7 @@ def Solve():
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()]))
model.Add(exhaustion == derived_exhaustion + cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.AN_AUTHOR_OF_GOTHIC_TALES:
model.Add(skeleton_in_progress >= 100)
model.Add(antiquity > 0)
@ -1632,7 +1641,7 @@ def Solve():
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)
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]) + derived_exhaustion)
elif BUYER == Buyer.A_ZAILOR_WITH_PARTICULAR_INTERESTS:
model.Add(skeleton_in_progress >= 100)
model.Add(antiquity > 0)
@ -1655,7 +1664,7 @@ def Solve():
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)
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]) + derived_exhaustion)
elif BUYER == Buyer.A_RUBBERY_COLLECTOR:
model.Add(skeleton_in_progress >= 100)
model.Add(amalgamy > 0)
@ -1678,7 +1687,7 @@ def Solve():
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)
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]) + derived_exhaustion)
elif BUYER == Buyer.A_CONSTABLE:
model.AddLinearExpressionInDomain(skeleton_in_progress, cp_model.Domain.FromFlatIntervals([110, 119]))
@ -1693,7 +1702,7 @@ def Solve():
model.Add(difficulty_level == 50*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.AN_ENTHUSIAST_IN_SKULLS:
model.Add(skeleton_in_progress >= 100)
model.Add(skulls >= 2)
@ -1714,7 +1723,7 @@ def Solve():
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)
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]) + derived_exhaustion)
elif BUYER == Buyer.A_DREARY_MIDNIGHTER:
model.AddLinearExpressionInDomain(skeleton_in_progress, cp_model.Domain.FromFlatIntervals([110, 299]))
model.Add(amalgamy <= 0)
@ -1731,7 +1740,7 @@ def Solve():
model.Add(difficulty_level == 100*implausibility)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
elif BUYER == Buyer.THE_DUMBWAITER_OF_BALMORAL:
model.AddLinearExpressionInDomain(skeleton_in_progress, cp_model.Domain.FromFlatIntervals([180, 189]))
model.Add(value >= 250)
@ -1746,7 +1755,7 @@ def Solve():
model.Add(difficulty_level == 200)
# Exhaustion
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.exhaustion for action in actions.keys()]))
model.Add(exhaustion == cp_model.LinearExpr.ScalProd(actions.values(), [action.value.exhaustion for action in actions.keys()]))
# Maximize profit margin