Ajout du dossier agents

src/agents/best_frost_2800.txt

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src/agents/plot_agents.py

+#!/usr/bin/python3.5
+# This Python file uses the following encoding: utf-8
+#Télécharger matplotlib et numpy
+import numpy as np
+import matplotlib
+import matplotlib.pyplot as plt
+import sys
+import string
+import re
+
+if (len(sys.argv)!=2) :
+	print("Mettez en paramètre le fichier de statistique")
+	quit()
+	
+integrity = re.compile("stat_agent_(\w*)_\d+_\d+\.txt")
+check = integrity.search(sys.argv[1])
+if check == None :
+	print("Mauvais paramètre "+sys.argv[1])
+	quit()
+rom = check.group(1)
+#./neo_src/stat_agent_5_10.txt par exemple
+fichier_stats = open(sys.argv[1])
+lines = fichier_stats.readlines()
+
+#Booléen de contrôle
+good_file = False
+good_options = False
+
+#Les différentes regexp utilisées
+emplacement = re.compile("Emplacement executable : (\w*), Rom : (\w*)")
+options = re.compile("Mutation : ([0-9.]+), Croisement : ([0-9.]+), Taille du pool : ([0-9.]+), Population : ([0-9.]+)")
+performance = re.compile("([0-9.]+);([0-9.]+)")
+exception = re.compile(".*;([0-9.]+)")
+
+#paramètres de l'agent
+path = ''
+mut = ''
+cross = ''
+pool = ''
+pop = ''
+rom = ''
+
+#Tableau pour le plot
+generations = []
+scores = []
+#Pour gérer les exceptions
+follower = -1
+
+for line in lines :
+    #print(line)
+    line.lstrip()
+    line.rstrip('\n')
+    #Vérifie la première ligne
+    if (good_file == False) :
+        first_line = emplacement.search(line)
+        if first_line != None :
+                path = first_line.group(1)
+                print(path)
+                rom = first_line.group(2)
+                print(rom)
+                good_file = True
+                continue
+        if first_line == None :
+            break
+    #Vérifie la deuxième ligne ssi la première ligne est vérifiée
+    if(good_file and not(good_options)) :
+        second_line = options.search(line)
+        if second_line != None :
+            mut = second_line.group(1)
+            cross = second_line.group(2)
+            pool = second_line.group(3)
+            pop = second_line.group(4)
+            good_options = True
+            continue
+        if second_line == None :
+            break
+    #Stocke les performances d'un agent dans les tableaux generations et scores
+    if(good_file and good_options):
+        #print(line)
+        generation = performance.search(line)
+        if generation != None :
+            print("good format")
+            scores.append(generation.group(1))
+            generations.append(generation.group(2))
+        if generation == None :
+            #Si jamais la ligne n'a pas une bonne tête
+            print("exception")
+            #Capte une ligne du type "-nan;15"
+            bad_generation = exception.search(line)
+            if bad_generation != None :
+                generations.append(bad_generation.group(1))
+                #Si jamais on a une erreur à la première génération
+                if follower > 0 :
+                    i = scores[follower]
+                    scores.append(i)
+                else :
+                    scores.append(0)
+            if bad_generation == None :
+                print("not handled")
+                #on saute la ligne et on continue la lecture du fichier
+                continue
+        follower+=1
+
+if(good_file and good_options) :
+    #Création des figures
+    fig, ax = plt.subplots()
+    #Création des points
+    ax.plot(generations,scores,".")
+    #Création de la légende
+    ax.set(xlabel="generation",ylabel="score",title=path+" on "+rom+" with M="+mut+", C="+cross+", P="+pool+", and Pop="+pop)
+    #Création de la grille et scaling des axes
+    ax.grid(True)
+    ax.axis('equal')
+    #Montre la fenêtre
+    plt.show()
+    #Sauvegarde la figure dans le dossier courant
+    fig.savefig(fichier_stats.name+"_fig.png",format="png")
+else :
+    print("Problème lors de la lecture du fichier de statistiques")
+
+fichier_stats.close()

src/agents/plot_registers.py

+#!/usr/bin/python3.5
+# This Python file uses the following encoding: utf-8
+#Télécharger matplotlib, PIL, et numpy
+import re
+import string
+import numpy as np
+import matplotlib
+import matplotlib.pyplot as plt
+import math
+import PIL
+from PIL import Image
+import sys
+
+if (len(sys.argv)!=2) :
+	print("Mettez en paramètre le fichier de statistique")
+	quit()
+
+integrity = re.compile("instr_agent_(\w*)_\d+_\d+\.txt")
+check = integrity.search(sys.argv[1])
+print(sys.argv[1])
+
+if check == None :
+	print("Mauvais paramètre "+sys.argv[1])
+	quit()
+
+
+fichier_instruction = open(sys.argv[1])
+lines = fichier_instruction.readlines()
+
+rom = check.group(1)
+print(rom)
+
+#Les regexps pour capturer les registres et les index des registres
+R = re.compile("R\[(\d+)\]")
+M = re.compile("M\[(\d+)\]")
+I = re.compile("I\[(\d+)\]")
+O = re.compile("O\[(\d+)\]")
+
+
+
+
+#Pour des pourcentages pour les figures
+output_total = 0
+memory_total = 0
+register_total = 0
+operation_total = 0
+
+#Les dictionnaires pour stocker les index des registres et leur nombre d'occurences dans le programme
+registerR = {}
+registerM = {}
+inputI = {}
+registerO = {}
+#Le dictionnaire des opérations
+operations = {"nop":0," + ":0," - ":0,"max":0,"min":0,"-(":0,"*":0,"/":0,"log":0,"exp":0,"cos":0,"sin":0,"popcount":0,"if":0,"goto":0}
+#print(operations)
+
+#Boucle de capture
+for line in lines :
+    line.lstrip()
+    line.rstrip('\n')
+    
+    operation_total+=1
+    
+    #Détecte les cases registres utilisées
+    catchR = R.findall(line)
+    if catchR != [] :
+        #print(catchR)
+        for num in catchR :
+            if num in registerR :
+                registerR[num] = registerR[num]+1
+            else :
+                registerR[num] = 1
+            register_total+=1
+    
+    #Détecte les cases mémoire utilisées
+    catchM = M.findall(line)
+    if catchM != [] :
+        #print(catchM)
+        for num in catchM :
+            if num in registerM :
+                registerM[num] = registerM[num]+1
+            else :
+                registerM[num] = 1
+            memory_total+=1
+    
+    #Détecte les cases input utilisées
+    catchI = I.findall(line)
+    if catchI != [] :
+        #print(catchI)
+        for num in catchI :
+            if num in inputI :
+                inputI[num] = inputI[num]+1
+            else :
+                inputI[num] = 1 
+            
+    #Détecte les cases output utilisées
+    catchO = O.findall(line)
+    if catchO != [] :
+        #print(catchO)
+        for num in catchO :
+            if num in registerO :
+                registerO[num] = registerO[num]+1
+            else :
+                registerO[num] = 1
+            output_total+=1
+    #Détecte les opérations appliquées
+    for op in operations:
+        if op in line:
+            operations[op]= operations[op]+1
+
+#Nécessaire pour différencier les if, if_goto et +          
+operations['if']-=operations['goto']
+operations[' + ']-=operations['goto']
+
+#print(registerO)
+#print(registerO.keys())
+#print(registerO.values())
+
+#Traitement pour rendre les outputs plus clair
+trueO = list(registerO.keys())
+i=0
+while i < len(trueO) :
+    if trueO[i] == '0' :
+        trueO[i] = 'nope'
+    elif trueO[i] == '1' :
+        trueO[i] = 'fire'
+    elif trueO[i] == '2' :
+        trueO[i] = 'up'
+    elif trueO[i] == '3' :
+        trueO[i] = 'right'
+    elif trueO[i] == '4' :
+        trueO[i] = 'left'
+    elif trueO[i] == '5' :
+        trueO[i] = 'down'
+    elif trueO[i] == '6' :
+        trueO[i] = 'upright'
+    elif trueO[i] == '7' :
+        trueO[i] = 'upleft'
+    elif trueO[i] == '8' :
+        trueO[i] = 'downright'
+    elif trueO[i] == '9' :
+        trueO[i] = 'downleft'
+    elif trueO[i] == '10' :
+        trueO[i] = 'upfire'
+    elif trueO[i] == '11' :
+        trueO[i] = 'rightfire'
+    elif trueO[i] == '12' :
+        trueO[i] = 'leftfire'
+    elif trueO[i] == '13' :
+        trueO[i] = 'downfire'
+    elif trueO[i] == '14' :
+        trueO[i] = 'uprightfire'
+    elif trueO[i] == '15' :
+        trueO[i] = 'upleftfire'
+    elif trueO[i] == '16' :
+        trueO[i] = 'downrightfire'
+    elif trueO[i] == '17' :
+        trueO[i] = 'downleftfire'
+    i+=1
+
+print(trueO)
+
+#Traitement pour avoir des pourcentages
+trueO_values = list(registerO.values())
+for i in range(len(trueO_values)) :
+    trueO_values[i]=(trueO_values[i]/output_total)*100
+
+R_values = list(registerR.values())
+for i in range(len(R_values)):
+    R_values[i] = (R_values[i]/register_total)*100
+
+M_values = list(registerM.values())
+for i in range(len(M_values)) :
+    M_values[i] = (M_values[i]/memory_total)*100
+
+op_values = list(operations.values())
+for i in range(len(op_values)) :
+    op_values[i] = (op_values[i]/operation_total)*100
+
+figO,axO = plt.subplots(2,1,figsize=(21, 27)) #figsize à ajuster pour modifier la taille des graphiques
+plt.subplots_adjust(wspace=0.5,hspace=0.8)
+axO[0].bar(trueO,trueO_values)
+axO[0].set(xlabel = "Used Output Registers", ylabel = "Number of use (%)", title = "General Use of the Output Registers")
+
+axO[1].barh(list(operations.keys()),op_values)
+axO[1].set(xlabel = "Number of use (%)", ylabel = "Used Operations", title = "General Use of the Operations")
+
+plt.show()
+
+figR,axR = plt.subplots(2,1,figsize=(21,27))
+plt.subplots_adjust(wspace=0.5,hspace=0.8)
+axR[0].bar(list(registerR.keys()),R_values)
+axR[0].set(xlabel = "Used Registers", ylabel = "Number of use (%)", title = "General Use of the short-term Registers")
+
+axR[1].bar(list(registerM.keys()),M_values)
+axR[1].set(xlabel = "Used Registers", ylabel = "Number of use (%)", title = "General Use of the long-term Registers")
+
+plt.show()
+
+#Traitement des images
+#Création de la matrice 210x160
+matrice_image = [[0 for x in range(160)] for y in range(210)]
+max_input = max(inputI.values())
+#print(max_input)
+
+#On remplit la matrice
+for inp,use in inputI.items() :
+    #print(inp)
+    aux1 = int(int(inp)/32)
+    h = aux1*5
+    #print(aux1)
+    aux2 = int(inp) - aux1*32
+    w = aux2*5
+    #print(aux2)
+    for i in np.arange(h,h+5,1.0) :
+        for j in np.arange(w,w+5,1.0) :
+            matrice_image[int(i)][int(j)]= (use/max_input) 
+#print(matrice_image)
+
+#import resizeimage
+
+image = Image.open("captures/"+rom+".png")
+result1 = Image.new(image.mode,image.size)
+result2 = Image.new(image.mode,image.size)
+
+#On noircit les pixels non considérés par l'algorithme
+for i in range(160) :
+    for j in range(210) :
+        if matrice_image[j][i] == 0 :
+            p=(0,0,0,255)
+            result1.putpixel((j,i),p)
+        else :
+            pixel=image.getpixel((j,i))
+            p = (255-pixel[0],255-pixel[1],255-pixel[2],255)
+            result1.putpixel((j,i),p)
+result1 = result1.resize((420,320),Image.ANTIALIAS)
+result1.show()
+result1.save(fichier_instruction.name+"_scope.png")
+
+#On met en rouge les pixels non vus et on pondère les valeurs RGB selon le maximum de l'utilisation d'un input
+for i in range(160) :
+    for j in range(210) :
+        if matrice_image[j][i] == 0 :
+            p=(255,0,0,255)
+            result2.putpixel((j,i),p)
+        else :
+            pixel=image.getpixel((j,i))
+            percent = matrice_image[j][i]
+            p = (int((255-pixel[0])*percent),int((255-pixel[1])*percent),int((255-pixel[2])*percent))
+            result2.putpixel((j,i),p)
+
+result2 = result2.resize((420,320),Image.ANTIALIAS)
+result2.show()
+result2.save(fichier_instruction.name+"_scope_ponderation.png")

src/agents/stat_agent_5_7.txt

+Emplacement exécutable : neo_src
+Mutation : 0.2, Croisement : 0.6, Taille du pool : 20, Population : 1000
+220;1
+220;2
+240;3
+250;4
+260;5
+260;6
+260;7
+260;8
+270;9
+270;10
+870;11
+870;12
+1210;13
+2400;14
+2400;15
+2400;16
+2400;17
+2400;18
+2400;19
+3200;20
+3200;21
+3200;22
+3200;23
+3200;24
+3200;25
+3220;26
+3220;27
+3220;28
+3220;29
+3220;30
+-nan;31
+3220;32
+3220;33
+3220;34
+3220;35
+3220;36
+3220;37
+3250;38
+3250;39
+3250;40
+3250;41
+3250;42
+3250;43
+3250;44
+3250;45
+3250;46
+3250;47
+3250;48
+3250;49
+3250;50
+3250;51
+3250;52
+3310;53
+3340;54
+3400;55
+3710;56
+3710;57
+3710;58
+3710;59
+3910;60
+3910;61
+3910;62
+3910;63
+3910;64
+3910;65
+3910;66
+3910;67
+3910;68
+3910;69
+3910;70
+3910;71
+3910;72
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