gen

import random
def avg(x):
	if type(x) != int:
		return sum(x)/float(len(x))
	else:
		return x
class liver(object):
	"""containes genes and probability of life"""
	def __init__(self, genes=0):
		self.genes = genes
		self.age   = 0
		if genes == 0:
			self.genes = []
			for i in xrange(10):
				self.genes.append(random.gauss(50,20))
				if self.genes[i] > 100:
					self.genes[i] = 100
				if self.genes[i] < 0:
					self.genes[i] = 0
		self.prob  = avg(self.genes)
	def mutate(self):
		for i,o in enumerate(self.genes):
			o+=random.gauss(0,5)
			if o > 100:
				o=100
			if o < 0 :
				o=0
			self.genes[i]=o
		self.prob  = avg(self.genes)
	def age(self,x):
		self.age+=x
class Land(object):
	"""Land  of livers"""
	def __init__(self, numlive=10):
		self.popcount = numlive
		self.pop=[]
		for i in xrange(self.popcount):
			self.pop.append(liver())
		self.avg    = self.findavg()
		self.best   = self.findrank(1)
		self.worst  = self.findrank(self.popcount)
	def findrank(self,rank):
		a = sorted(self.pop, key= lambda live : live.prob)
		return a[-rank]
	def findavg(self):
		ave = 0
		for i in self.pop:
			ave+= i.prob
		return ave/float(self.popcount)
	def upstats(self):
		self.avg    = self.findavg()
		self.best   = self.findrank(1)
		self.worst  = self.findrank(self.popcount)
	def upstate(self):
		for i in xrange(self.popcount):
			self.pop[i]=liver(self.best.genes)
			self.pop[i].mutate()
#fucks sake, there's a bug in either ^ or V and it's annoying as fuck.
	def update(self):
		self.upstats()
		self.upstate()
	def sst(self):
		print self.avg
		print self.best.prob



topia = Land()
x=10
while x > 0:
	topia.upstats()
	print(str(topia.best.prob)+" is the best, "+str(topia.avg)+" is the avg, "+str(topia.worst.prob)+" is the worst")
	topia.update()
	x-=0


		


if __name__ == '_ _main__':
	main()