def recover_popfromfolder(N): # Linux only.
entirety = []
k = 0
X = 0
for file in os.listdir(machine_dir):
if file.endswith(".mac"):
X += 1
Fo = open(machine_dir + '/' + file, "r+")
entirety.append(machine(file))
for line in Fo.readlines():
if line == "\n":
continue
L = line.split()
if len(L) == 3:
L.append(0)
entirety[k].read(L)
k += 1
population = []
if N > X:
N = X
for W in range(N):
Best = [0, 0]
for M in range(len(entirety)):
if entirety[M].ELO > Best[1]:
Best[1] = entirety[M].ELO
Best[0] = M
population.append(copy.deepcopy(entirety[Best[0]]))
entirety[Best[0]].ELO = 0
return population
def recover_popfromfolder(N): # Linux only.
entirety = []
k = 0
X = 0
for file in os.listdir(settings.machineDIR):
if file.endswith(".mac"):
X += 1
Fo = open(settings.machineDIR + '/' + file, "r+")
entirety.append(machine(file))
for line in Fo.readlines():
if line == "\n":
continue
L = line.split()
if len(L) == 3:
L.append(0)
entirety[k].read(L)
k += 1
population = []
if N > X:
N = X
for W in range(N):
Best = [0, 0]
for M in range(len(entirety)):
if entirety[M].ELO > Best[1]:
Best[1] = entirety[M].ELO
Best[0] = M
population.append(copy.deepcopy(entirety[Best[0]]))
entirety[Best[0]].ELO = 0
return population
def Mate(individuals, nchild, ID=None):
Children = []
for N in range(nchild):
Child = machine(NewMacName(ID=ID, Tail="#"))
for P in range(len(Child.PARAMETERS)):
Child.PARAMETERS[P] = copy.deepcopy(
random.choice(individuals).PARAMETERS[P])
Children.append(Child)
return Children
def Mate(individuals, nchild, ID=None):
Children = []
for N in range(nchild):
Child = machine(NewMacName(ID=ID, Tail="#"))
for P in range(len(Child.PARAMETERS)):
Child.PARAMETERS[P] = copy.deepcopy(
random.choice(individuals).PARAMETERS[P])
Children.append(Child)
return Children
def populate(population, popsize, Randomize, ID=""):
NEWINDS = []
for i in range(popsize):
NEWINDS.append(machine(NewMacName(ID=ID)))
for I in NEWINDS:
if Randomize:
I.randomize()
population.append(I)
return population
def populate(population, popsize, Randomize, ID=""):
NEWINDS = []
for i in range(popsize):
NEWINDS.append(machine(NewMacName(ID=ID)))
for I in NEWINDS:
if Randomize:
I.randomize()
population.append(I)
return population
def loadmachines(DIR=machine_dir):
population = []
k = 0
machinelist = "%s/machines.list" % DIR
if not os.path.isfile(machinelist):
return population
Fo = open(machinelist, 'r')
mLIST = Fo.readlines()
Fo.close()
for file in mLIST:
file = file.strip("\n")
if file.endswith(".mac"):
population.append(machine(file,DIR=DIR))
population[-1].Load()
return population
def create_hybrid(population):
K = random.randrange(len(population))
K_ = range(population[K].ELO - 20, population[K].ELO + 20)
for I in range(len(population)):
if population[I].ELO in K_:
if random.randrange(100) < 60:
CHILD = (machine(NewMacName()))
for P in range(len(population[I].PARAMETERS)):
chance = random.randrange(100)
if chance < 50:
CHILD.PARAMETERS[P].value = population[
I].PARAMETERS[P].value
else:
CHILD.PARAMETERS[P].value = population[
K].PARAMETERS[P].value
print('new hybrid created. son of %i & %i' % (I, K))
return CHILD
def create_hybrid(population):
K = random.randrange(len(population))
K_ = range(population[K].ELO - 20, population[K].ELO + 20)
for I in range(len(population)):
if population[I].ELO in K_:
if random.randrange(100) < 60:
CHILD = (machine(NewMacName()))
for P in range(len(population[I].PARAMETERS)):
chance = random.randrange(100)
if chance < 50:
CHILD.PARAMETERS[P].value = population[I].PARAMETERS[
P].value
else:
CHILD.PARAMETERS[P].value = population[K].PARAMETERS[
P].value
print('new hybrid created. son of %i & %i' % (I, K))
return CHILD
def loadmachines(DIR=settings.machineDIR):
population = []
k = 0
'''
machinelist = "%s/machines.list" % DIR
if not os.path.isfile(machinelist):
return population
Fo = open(machinelist, 'r')
mLIST = Fo.readlines()
Fo.close()'''
mLIST = listdir(DIR)
for File in mLIST:
File = File.strip("\n")
if File.endswith(".mac"):
population.append(machine(File, DIR=DIR))
population[-1].Load()
return population
def clone_from_template(ID=None):
TemplatePool = open('%s/top_machines/machines.list' % machine_dir, 'r')
POOL = []
for line in TemplatePool.readlines():
if '.mac' in line:
POOL.append(line.replace('\n', ''))
X = random.randrange(len(POOL))
model = open('%s/top_machines/%s' % (machine_dir, POOL[X]), 'r')
CHILD = machine(NewMacName(ID=ID, Tail="&"))
for line in model.readlines():
CHILD.read(line)
CHILD.onTOP = 0
# for N in range(NUMBER):
CHILD.mutate(3, 3)
return CHILD
def clone_from_template(ID=None):
TemplatePool = os.listdir("%s/halloffame" % settings.machineDIR)
POOL = []
for line in TemplatePool.readlines():
if '.mac' in line:
POOL.append(line.replace('\n', ''))
X = random.randrange(len(POOL))
model = open('%s/%s' % (settings.HoFmachineDIR, POOL[X]), 'r')
CHILD = machine(NewMacName(ID=ID, Tail="&"))
for line in model.readlines():
CHILD.read(line)
CHILD.onTOP = 0
# for N in range(NUMBER):
CHILD.mutate(3, 3)
return CHILD