from define import *
import numpy

def mult(Addresse,Neuronne, poids):
	print (Addresse[30])
	1.7159*numpy.tanh(
	0.66666667*( \
	Neuronne[Addresse[0]] * \
	Neuronne[Addresse[1]] * \
	Neuronne[Addresse[2]] * \
	Neuronne[Addresse[3]] * \
	Neuronne[Addresse[4]] * \
	Neuronne[Addresse[5]] * \
	Neuronne[Addresse[6]] * \
	Neuronne[Addresse[7]] * \
	Neuronne[Addresse[8]] * \
	Neuronne[Addresse[9]] * \
	Neuronne[Addresse[10]] * \
	Neuronne[Addresse[11]] * \
	Neuronne[Addresse[12]] * \
	Neuronne[Addresse[13]] * \
	Neuronne[Addresse[14]] * \
	Neuronne[Addresse[15]] * \
	Neuronne[Addresse[16]] * \
	Neuronne[Addresse[17]] * \
	Neuronne[Addresse[18]] * \
	Neuronne[Addresse[19]] * \
	Neuronne[Addresse[20]] * \
	Neuronne[Addresse[21]] * \
	Neuronne[Addresse[22]] * \
	Neuronne[Addresse[23]] * \
	Neuronne[Addresse[24]] * \
	Neuronne[Addresse[25]] * \
	Neuronne[Addresse[26]] * \
	Neuronne[Addresse[27]] * \
	Neuronne[Addresse[28]] * \
	Neuronne[Addresse[29]] * \
	Neuronne[Addresse[30]] * \
	poids))

# Fonction d'initialisation du reseau de neuronne
class RDN():
	def __init__(self,ID):
		
		self.ID = ID
		
		self.C1 = [0]*NBC1		
		self.C2 = [0]*NBC2
		self.C3 = [0]*NBC3
		self.C4 = [0]*NBC4
		self.C5 = [0]*NBC5
		#print (self.C1)
		
		path = D_file + str(ID) + "/"
		
		#changer les addresse des fichier des poids avec l'ID
		F_add2=open(path + "Addresse2.pos","r")
		F_add3=open(path + "Addresse3.pos","r")
		F_add4=open(path + "Addresse4.pos","r")
		F_add5=open(path + "Addresse5.pos","r")
		
		F_Poid2=open(path + "poids2.wei","r")
		F_Poid3=open(path + "poids3.wei","r")
		F_Poid4=open(path + "poids4.wei","r")
		F_Poid5=open(path + "poids5.wei","r")
		
		self.add2 = []
		self.add3 = []
		self.add4 = []
		self.add5 = []
		
		self.poid2 = []
		self.poid3 = []
		self.poid4 = []
		self.poid5 = []		
		
		for i in F_add2:
			data = i.strip('][\n').split(', ')
			tmp=[]
			for j in data:
				tmp.append(int(j))
			self.add2.append(tmp)
			
		for i in F_add3:
			data = i.strip('][\n').split(', ')
			tmp=[]
			for j in data:
				tmp.append(int(j))
			self.add3.append(tmp)

		for i in F_add4:
			data = i.strip('][\n').split(', ')
			tmp=[]
			for j in data:
				tmp.append(int(j))
			self.add4.append(tmp)

		for i in F_add5:
			data = i.strip('][\n').split(', ')
			tmp=[]
			for j in data:
				tmp.append(int(j))
			self.add5.append(tmp)
			
		for i in F_Poid2:
			self.poid2.append(float(i))
		for i in F_Poid3:
			self.poid3.append(float(i))		
		for i in F_Poid4:
			self.poid4.append(float(i))
		for i in F_Poid5:
			self.poid5.append(float(i))
		
	def MiseAJourC1(self,tab):
		self.C1 = tab
	
	def tour(self):
		for i in range(len(self.C2)):
			#print (self.C1)
			self.C2[i]=mult(self.add2[i],self.C1,self.poid2[i])
			
		for i in range(len(self.C3)):
			self.C3[i]=mult(self.add3[i],self.C2,self.poid3[i])
			
		for i in range(len(C4)):
			self.C4[i]=mult(self.add4[i],self.C3,self.poid4[i])
			
		for i in range(len(self.C5)):
			self.C5[i]=mult(self.add5[i],self.C4,self.poid5[i])
		return self.C5