def __init__(self,techID, name, sprite_pos, move_border, attribute_prev,worn_equipment, AI_style, corps_style, corps_lvl, move_groups, personal_id, behavior, attack_were, possible_effect, effect_duration, effect_probability, message, anger = 'None', anger_monster = 'None', def_flee = 0, def_teleport= 0, def_potion = 0, range_shoot = 0, close_steal = 0, close_flame = 0, num_special = 2): self.techID = techID self.name = name self.sprite_pos = sprite_pos self.move_border = move_border self.lvl = 0 self.attribute_prev = attribute_prev self.basic_attribute = attribute(2,2,2,2,2,1,2) self.lp = self.basic_attribute.max_lp self.worn_equipment = worn_equipment self.AI_style = AI_style self.corps_style = corps_style self.corps_lvl = corps_lvl self.move_groups = move_groups self.personal_id = personal_id self.behavior = behavior self.attack_were = attack_were self.possible_effect = possible_effect self.effect_duration = effect_duration self.effect_probability = effect_probability self.message = message self.anger = anger self.anger_monster = anger_monster self.def_flee = def_flee self.def_teleport = def_teleport self.def_potion = def_potion self.range_shoot = range_shoot self.close_steal = close_steal self.close_flame = close_flame self.num_special = num_special self.move_done = 0
def __init__(self,
techID,
name,
sprite_pos,
move_border,
attribute_prev,
worn_equipment,
AI_style,
corps_style,
corps_lvl,
move_groups,
personal_id,
behavior,
attack_were,
possible_effect,
effect_duration,
effect_probability,
message,
anger='None',
anger_monster='None',
def_flee=0,
def_teleport=0,
def_potion=0,
range_shoot=0,
close_steal=0,
close_flame=0,
num_special=2):
self.techID = techID
self.name = name
self.sprite_pos = sprite_pos
self.move_border = move_border
self.lvl = 0
self.attribute_prev = attribute_prev
self.basic_attribute = attribute(2, 2, 2, 2, 2, 1, 2)
self.lp = self.basic_attribute.max_lp
self.worn_equipment = worn_equipment
self.AI_style = AI_style
self.corps_style = corps_style
self.corps_lvl = corps_lvl
self.move_groups = move_groups
self.personal_id = personal_id
self.behavior = behavior
self.attack_were = attack_were
self.possible_effect = possible_effect
self.effect_duration = effect_duration
self.effect_probability = effect_probability
self.message = message
self.anger = anger
self.anger_monster = anger_monster
self.def_flee = def_flee
self.def_teleport = def_teleport
self.def_potion = def_potion
self.range_shoot = range_shoot
self.close_steal = close_steal
self.close_flame = close_flame
self.num_special = num_special
self.move_done = 0
from monster import monster
from attribute import attribute
import pickle as p
ml = []
techID = 0
#grassland monster
ml.append([])
a = attribute(2,2,2,2,2,2,3,0,0,0,0)
m=monster(techID,'angry dryade','overworld',0,2,a,'hostile','dryade',1,False,True, 'attack_magic', ('Head','Body','Legs'), None, 0, 0, 'None')
techID+=1
ml[0].append(m)
a = attribute(1,1,1,1,10,1,3,0,0,0,0)
m=monster(techID,'grassland snake','overworld',1,1,a,'hostile','animal',1,False,False, 'attack_melee', ('Legs', 'Feet'), 'poisoned', 10, 20, 'Poison runs trough your veins!')
techID+=1
ml[0].append(m)
a = attribute(0,0,0,0,0,1,0,0,0,0,0)
m=monster(techID,'rabbit','overworld',2,0,a,'flee','animal',1,False,False, 'attack_melee', ('Feet'), None, 0, 0, 'None')
techID+=1
ml[0].append(m)
a = attribute(1,2,1,2,2,2,3,0,0,0,0)
m=monster(techID,'green blob','overworld',3,4,a,'hostile','vanish',5,False,False, 'attack_melee', ('Head','Body','Legs','Feet'), None, 0, 0, 'None')
techID+=1
ml[0].append(m)
a = attribute(4,3,1,1,2,2,4,0,0,0,0)
m=monster(techID,'hill orc','overworld',4,2,a,'hostile','human',2,False,True, 'attack_melee', ('Head','Body','Legs','Feet'), None, 0, 0, 'None')
techID+=1
ml[0].append(m)
f = file('overworld_monster.data', 'w')
def __init__(self, classe, material, plus, state=100, cursed = 1, known = False, inv_slot = 'equipment'):
item.__init__(self,inv_slot)
materiales = ('wooden','wooden','wooden','wooden','wooden','wooden', 'tin', 'tin', 'tin', 'tin', 'tin', 'copper', 'copper', 'copper', 'copper', 'steel' ,'steel' ,'steel' ,'titan', 'titan', 'magnicum', '')
kind = {'spear' : 1 , 'sword' : 2 , 'axe' : 3 , 'hammer' : 4 ,'shoes' : 1 , 'cuisse' : 2, 'helmet' : 3 , 'armor' : 4, 'wand' : 1, 'rune' : 2, 'rune staff' : 3, 'artefact' : 4, 'ring' : 2, 'amulet' : 4, 'necklace' : 2, 'talisman' : 4, 'pickaxe' : 1}
material_boni = {'wooden' : 1, 'tin' : 2, 'copper' : 3, 'steel' : 4, 'titan' : 5, 'magnicum' : 6}
self.classe = classe
self.material = materiales[material]
try:
material = material_boni[self.material]
except:
material = 0
if self.material == 'wooden':
self.defensibility_max = 1
elif self.material == 'tin':
self.defensibility_max = 2
elif self.material == 'copper':
self.defensibility_max = 3
elif self.material == 'steel':
self.defensibility_max = 4
elif self.material == 'titan':
self.defensibility_max = 5
elif self.material == 'magnicum':
self.defensibility_max = 6
else:
self.defensibility_max = 1
self.defensibility = self.defensibility_max
self.attribute = attribute(0,0,0,0,0,0,0,0,0,0,0)
self.cursed = cursed
self.known = known
self.plus = plus
self.state = state
self.worn_at = 'NA'
if self.classe == 'sword' or self.classe == 'axe' or self.classe == 'hammer' or self.classe == 'spear' or self.classe == 'pickaxe':
plus_final = plus + material + kind[self.classe]
self.attribute.p_strange += plus_final
elif self.classe == 'helmet' or self.classe == 'armor' or self.classe == 'cuisse' or self.classe == 'shoes':
plus_final = plus + material + kind[self.classe]
self.attribute.p_defense += plus_final
elif self.classe == 'wand' or self.classe == 'rune' or self.classe == 'rune staff' or self.classe == 'artefact':
plus_final = plus + material + kind[self.classe]
self.attribute.m_strange += plus_final
elif self.classe == 'amulet' or self.classe == 'ring':
plus_final = plus + material + kind[self.classe]
self.attribute.m_defense += plus_final
elif self.classe == 'talisman' or self.classe == 'necklace':
plus_final = plus + material + kind[self.classe]
self.attribute.luck += plus_final
if self.classe == 'pickaxe':
plus_final = plus + material + kind[self.classe]
self.attribute.pickaxe_power += plus_final
self.attribute.p_strange *= cursed
self.attribute.p_defense *= cursed
self.attribute.m_strange *= cursed
self.attribute.m_defense *= cursed
self.attribute.luck *= cursed
self.attribute.max_lp *= cursed
self.attribute.max_mp *= cursed
self.set_name()
if self.classe == 'sword' or self.classe == 'axe' or self.classe == 'spear' or self.classe == 'hammer'or self.classe == 'pickaxe':
self.worn_at = 'Hold(R)'
elif self.classe == 'wand' or self.classe == 'rune' or self.classe == 'rune staff' or self.classe == 'artefact':
self.worn_at = 'Hold(L)'
elif self.classe == 'helmet':
self.worn_at = 'Head'
elif self.classe == 'armor':
self.worn_at = 'Body'
elif self.classe == 'cuisse':
self.worn_at = 'Legs'
elif self.classe == 'shoes':
self.worn_at = 'Feet'
elif self.classe == 'ring':
self.worn_at = 'Hand'
elif self.classe == 'necklace' or self.classe == 'amulet' or self.classe == 'talisman':
self.worn_at = 'Neck'
if self.classe == 'Nothing':
self.attribute = attribute(0,0,0,0,0,0,0,0,0,0,0)
def __init__(self, classe, material, plus, state=100, cursed = 1, known = False, inv_slot = 'equipment'):
item.__init__(self,inv_slot)
materiales = ('wooden','wooden','wooden','wooden','wooden','wooden', 'tin', 'tin', 'tin', 'tin', 'tin', 'copper', 'copper', 'copper', 'copper', 'steel' ,'steel' ,'steel' ,'titan', 'titan', 'magnicum', '')
kind = {'spear' : 1 , 'sword' : 2 , 'axe' : 3 , 'hammer' : 4 ,'shoes' : 1 , 'cuisse' : 2, 'helmet' : 3 , 'armor' : 4, 'wand' : 1, 'rune' : 2, 'rune staff' : 3, 'artefact' : 4, 'ring' : 2, 'amulet' : 4, 'necklace' : 2, 'talisman' : 4, 'pickaxe' : 1}
material_boni = {'wooden' : 1, 'tin' : 2, 'copper' : 3, 'steel' : 4, 'titan' : 5, 'magnicum' : 6}
self.classe = classe
self.material = materiales[material]
try:
material = material_boni[self.material]
except:
material = 0
if self.material == 'wooden':
self.defensibility_max = 1
elif self.material == 'tin':
self.defensibility_max = 2
elif self.material == 'copper':
self.defensibility_max = 3
elif self.material == 'steel':
self.defensibility_max = 4
elif self.material == 'titan':
self.defensibility_max = 5
elif self.material == 'magnicum':
self.defensibility_max = 6
else:
self.defensibility_max = 1
self.defensibility = self.defensibility_max
self.attribute = attribute(0,0,0,0,0,0,0,0,0,0,0)
self.cursed = cursed
self.known = known
self.plus = plus
self.state = state
self.worn_at = 'NA'
if self.classe == 'sword' or self.classe == 'axe' or self.classe == 'hammer' or self.classe == 'spear' or self.classe == 'pickaxe':
plus_final = plus + material + kind[self.classe]
self.attribute.p_strange += plus_final
elif self.classe == 'helmet' or self.classe == 'armor' or self.classe == 'cuisse' or self.classe == 'shoes':
plus_final = plus + material + kind[self.classe]
self.attribute.p_defense += plus_final
elif self.classe == 'wand' or self.classe == 'rune' or self.classe == 'rune staff' or self.classe == 'artefact':
plus_final = plus + material + kind[self.classe]
self.attribute.m_strange += plus_final
elif self.classe == 'amulet' or self.classe == 'ring':
plus_final = plus + material + kind[self.classe]
self.attribute.m_defense += plus_final
elif self.classe == 'talisman' or self.classe == 'necklace':
plus_final = plus + material + kind[self.classe]
self.attribute.luck += plus_final
if self.classe == 'pickaxe':
plus_final = plus + material + kind[self.classe]
self.attribute.pickaxe_power += plus_final
self.attribute.p_strange *= cursed
self.attribute.p_defense *= cursed
self.attribute.m_strange *= cursed
self.attribute.m_defense *= cursed
self.attribute.luck *= cursed
self.attribute.max_lp *= cursed
self.attribute.max_mp *= cursed
self.set_name()
if self.classe == 'sword' or self.classe == 'axe' or self.classe == 'spear' or self.classe == 'hammer'or self.classe == 'pickaxe':
self.worn_at = 'Hold(R)'
elif self.classe == 'wand' or self.classe == 'rune' or self.classe == 'rune staff' or self.classe == 'artefact':
self.worn_at = 'Hold(L)'
elif self.classe == 'helmet':
self.worn_at = 'Head'
elif self.classe == 'armor':
self.worn_at = 'Body'
elif self.classe == 'cuisse':
self.worn_at = 'Legs'
elif self.classe == 'shoes':
self.worn_at = 'Feet'
elif self.classe == 'ring':
self.worn_at = 'Hand'
elif self.classe == 'necklace' or self.classe == 'amulet' or self.classe == 'talisman':
self.worn_at = 'Neck'
if self.classe == 'Nothing':
self.attribute = attribute(0,0,0,0,0,0,0,0,0,0,0)
attr_list = [ attribute(0, 'c', [0, 100]), attribute(1, 'd', ['M', 'F']), attribute(2, 'd', ['f', 't']), attribute(3, 'd', ['f', 't']), attribute(4, 'd', ['f', 't']), attribute(5, 'd', ['f', 't']), attribute(6, 'd', ['f', 't']), attribute(7, 'd', ['f', 't']), attribute(8, 'd', ['f', 't']), attribute(9, 'd', ['f', 't']), attribute(10, 'd', ['f', 't']), attribute(11, 'd', ['f', 't']), attribute(12, 'd', ['f', 't']), attribute(13, 'd', ['f', 't']), attribute(14, 'd', ['f', 't']), attribute(15, 'd', ['f', 't']), attribute(16, 'd', ['f', 't']), attribute(17, 'c', [0, 100]), attribute(18, 'd', ['f', 't']), attribute(19, 'c', [0, 100]), attribute(20, 'd', ['f', 't']), attribute(21, 'c', [0, 100]), attribute(22, 'd', ['f', 't']), attribute(23, 'c', [0, 100]), attribute(24, 'd', ['f', 't']), attribute(25, 'c', [0, 100]), attribute(26, 'd', ['f', 't']), attribute(27, 'c', [0, 100]), attribute(28, 'd', ['WEST', 'STMW', 'SVHC', 'SVI', 'SVHD', 'other']), attribute(29, 'd', ['primary hypothyroid', 'compensated hypothyroid', 'secondary hypothyroid', 'negative']) ]
axis=0)
with open(
globalV.FLAGS.BASEDIR + globalV.FLAGS.APYPATH +
'attribute_names.txt', 'r') as f:
allClassAttName = [line.strip() for line in f]
# Train Network
if globalV.FLAGS.PRE == 1:
print('\nPre-train CNN')
darknet = darknetModel()
darknet.trainDarknet(trX[:trDiv], trY[:trDiv], trX[trDiv:],
trY[trDiv:])
elif globalV.FLAGS.PRE == 2:
print('\nTrain all network together')
attModel = attribute()
attModel.trainAtt(trX, trAtt, vX, vAtt)
elif globalV.FLAGS.PRE == 3:
print('\nTrain classify')
# classifier = classify()
# classifier.trainClassify(concatAtt_D, np.arange(concatAtt_D.shape[0]), 0.5)
g1 = tf.Graph()
g2 = tf.Graph()
with g1.as_default():
model = attribute()
with g2.as_default():
classifier = classify()
predictTrainAtt = model.getAttribute(trX)
combineAtt = np.concatenate(
print(trX30.shape, trY30.shape, trAtt30.shape)
print(vX.shape, vY.shape, vAtt.shape)
print(teX.shape, teY.shape, teAtt.shape)
# Get all Classes name and attribute name
allClassName = np.concatenate((np.concatenate(
(trainClass, valClass), axis=0), testClass),
axis=0)
with open(
globalV.FLAGS.BASEDIR + globalV.FLAGS.APYPATH +
'attribute_names.txt', 'r') as f:
allClassAttName = [line.strip() for line in f]
if globalV.FLAGS.OPT == 2:
print('\nTrain Attribute')
attModel = attribute(15)
attModel.trainAtt(trX70, trY70, vX, vY, teX, teY, concatAtt_D[:15])
elif globalV.FLAGS.OPT == 4:
print('\nClassify')
g1 = tf.Graph()
with g1.as_default():
model = attribute()
predY = model.predictClassIndex(trX30, concatAtt_D)
print('Train Accuracy = {0:.4f}%'.format(
np.mean(np.equal(predY, trY30)) * 100))
predY = model.predictClassIndex(vX, concatAtt_D)
print('Val Accuracy = {0:.4f}%'.format(
np.mean(np.equal(predY, vY)) * 100))
predY = model.predictClassIndex(teX, concatAtt_D)
