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@ -1,9 +1,13 @@ |
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from tkinter import * |
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def lancer(): |
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lecture("pic-journalier-consommation.csv") |
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kPlusProches(value1, donnees_point,temp_jour) |
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estBissextile(an) |
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def lancer(k, date, temp_moy, temp_ref, donnees): |
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donnees, lst_conso = moyenne_liste() |
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donnees_point = [date, temp_moy, temp_ref] |
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print(k) |
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print(donnees_point) |
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print(donnees) |
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lst_k_plus_proches = kPlusProches(k, donnees_point, donnees) |
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PuissanceMoyenne(lst_k_plus_proches) |
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def lecture(fichier): |
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temp_jour = [] |
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@ -14,34 +18,27 @@ def lecture(fichier): |
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lst_ligne = list(ligne_net.split(";")) |
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temp_jour.append(lst_ligne) |
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for i in range(len(temp_jour)): |
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temp_jour[i][1] = float(temp_jour[i][1]) |
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temp_jour[i][2] = float(temp_jour[i][2]) |
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temp_jour[i][3] = float(temp_jour[i][3]) |
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temp_jour[i][1] = float(temp_jour[i][1]) |
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temp_jour[i][2] = float(temp_jour[i][2]) |
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temp_jour[i][3] = float(temp_jour[i][3]) |
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return temp_jour |
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def estBissextile(an): |
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"""Fonction estBissextile qui prend en paramètre l’année à vérifier et qui renvoie True si elle est bissextile, False sinon""" |
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an_base = an |
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an = an//4 |
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if an*4 == an_base: |
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return True |
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else: |
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return False |
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def kPlusProches(k,donnees_point,temp_jour): |
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return an % 4 == 0 |
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def kPlusProches(k,donnees_point,donnees): |
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"""Fonction qui prend en paramètre un tuple correspondant au point à vérifier, |
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une liste du jeu de données et la conso électrique. Renvoie une liste triée |
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en fonction de la distance dont les éléments sont des tuples.""" |
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voisins = [] |
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if k > len(temp_jour[0]): |
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k = len(temp_jour[0]) |
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energy = temp_jour.pop() |
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energy.sort |
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for i in range(len(temp_jour[0])): |
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d = distance(temp_jour[i],donnees_point) |
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voisins.append((d, i)) |
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voisins.sort() |
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return [voisins[i][1] for i in range(k)] |
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if k > len(donnees): #par sécurité on réduit k |
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k = len(donnees) |
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voisin=[] |
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for i in range(len(donnees)): |
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voisin.append(distance(donnees, donnees_point, i)) |
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voisin.sort() |
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return [voisin[i] for i in range(k)] |
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def numeroJour(date): |
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an_mois_jour = list(date.split("-")) |
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@ -84,92 +81,74 @@ def numeroJour(date): |
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return num_jour |
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def moyenne_liste(): |
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temp_jour, = lecture("pic-journalier-consommation.csv") |
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temp_num_jour = [] |
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for i in range(365): |
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temp_jour = lecture("pic-journalier-consommation.csv") |
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donnees= [] |
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lst_conso = [] |
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for i in range(len(temp_jour)): |
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temp_jour[i][0] = numeroJour(temp_jour[i][0]) |
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for l in range(len(temp_jour)): |
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lst_conso = [] |
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lst_temp_moy = [] |
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lst_temp_ref = [] |
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moy_conso = 0 |
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moy_temp_moy = 0 |
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moy_temp_ref = 0 |
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for m in range(len(temp_jour)): |
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if temp_jour[l][0] == i+1: |
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lst_conso.append(temp_jour[l][1]) |
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lst_temp_moy.append(temp_jour[l][2]) |
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lst_temp_ref.append(temp_jour[l][3]) |
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for n in range(len(lst_conso)): |
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moy_conso += lst_conso[n] |
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moy_temp_moy += lst_temp_moy[n] |
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moy_temp_ref += lst_temp_ref[n] |
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moy_conso = moy_conso / len(lst_conso) |
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moy_temp_moy = moy_temp_moy / len(lst_temp_moy) |
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moy_temp_ref = moy_temp_ref / len(lst_temp_ref) |
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temp_num_jour.append([i, moy_conso, moy_temp_moy, moy_temp_ref]) |
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def distance(temp_jour, donneespoint): |
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donnees.append([temp_jour[i][0], temp_jour[i][2], temp_jour[i][3]]) |
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lst_conso.append(temp_jour[i][1]) |
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return donnees, lst_conso |
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def distance(donnees, donneespoint, i): |
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"""Fonction qui dit qu'en prenant des points et ben on peut trouver une distance entre 2 point""" |
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x1 = temp_jour[0] |
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x1 = donnees[i][0] |
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x2 = donneespoint[0] |
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y1 = temp_jour[1] |
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d1 = x1-x2 |
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d2 = 365 - d1 |
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d_final = d1 |
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if d1 > d2: |
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d_final = d2 |
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y1 = donnees[i][1] |
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y2 = donneespoint[1] |
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z1 = temp_jour[2] |
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z1 = donnees[i][2] |
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z2 = donneespoint[2] |
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dist = ((x1-x2)**2)+((y1-y2)**2)+((z1-z2)**2) |
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return dist |
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return ((d_final)**2)+((y1-y2)**2)+((z1-z2)**2) |
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def PuissanceMoyenne(lst,distance): |
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"""Fonction qui calcule la moyenne de distances entre les points """ |
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def PuissanceMoyenne(lst_k_plus_proches): |
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"""Calcule la moyenne de distances entre les points """ |
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lecture("pic-journalier-consommation.csv") |
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moy = sum() / len() |
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conso_moy =0 # sum() / len(lst_k_plus_proches) |
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return conso_moy |
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def recup1(): |
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voisins = value1.get() |
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label5.configure(text=voisins) |
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k = 5 #value1.get() |
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return k |
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def recup2(): |
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date = value2.get() |
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label6.configure(text=date) |
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return date |
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def recup3(): |
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temp_moy = value3.get() |
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label6.configure(text=temp_moy) |
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return temp_moy |
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def recup4(): |
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temp_ref = value4.get() |
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label6.configure(text=temp_ref) |
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return temp_ref |
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#def calc_conso(): |
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# Conso = |
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# label8.configure(text=Conso) |
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fenetre = Tk() |
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txt_design = font = ('Helvetica', 12, 'bold', 'underline','italic') |
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canvas1 = Canvas(fenetre) |
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label1 = Label(fenetre, text="Choisissez le nombre de voisins (k) :",font = |
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txt_design,bg ='#005dff',foreground="#ff5733") |
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canvas1 = Canvas(fenetre) |
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label1 = Label(fenetre, text="Choisissez le nombre de voisins (k) :") |
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value1 = IntVar() |
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entree1 = Entry(fenetre, textvariable=value1) |
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entree1 = Entry(fenetre, textvariable=value1, width=45) |
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label2 = Label(fenetre, text="Veuillez entrez la date (format 'aaaa-mm-jj'):",font = |
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txt_design,bg ='#005dff',foreground="#ff5733") |
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label2 = Label(fenetre, text="Veuillez entrez la date (format 'aaaa-mm-jj'):", width=45) |
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value2 = IntVar() |
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entree2 = Entry(fenetre, textvariable=value2) |
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entree2 = Entry(fenetre, textvariable=value2, width=45) |
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label3 = Label(fenetre, text="Veuillez entrez la température moyenne (en °C):",font = |
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txt_design,bg ='#005dff',foreground="#ff5733") |
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label3 = Label(fenetre, text="Veuillez entrez la température moyenne (en °C):", width=45) |
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value3 = IntVar() |
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entree3 = Entry(fenetre, textvariable=value3) |
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entree3 = Entry(fenetre, textvariable=value3, width=45) |
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label4 = Label(fenetre, text="Veuillez entrez la température de référence (en °C) :",font = |
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txt_design,bg ='#005dff',foreground="#FF5733") |
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label4 = Label(fenetre, text="Veuillez entrez la température de référence (en °C) :", width=45) |
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value4 = IntVar() |
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entree4 = Entry(fenetre, textvariable=value4) |
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entree4 = Entry(fenetre, textvariable=value4, width=45) |
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label1.grid(pady=10) |
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entree1.grid() |
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@ -183,16 +162,14 @@ entree3.grid() |
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label4.grid(pady=10) |
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entree4.grid() |
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label9= Label(fenetre,width=8, text="Conso", bg="#b054da",fg='#fbff7a',font =('calibri',9,'bold') ,relief ='groove') |
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label9 = Label(fenetre, text="Conso", bg="yellow") |
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bouton1 = Button(canvas1, text="Tester", command=fenetre.destroy,height=2,width=8 ,bg="#e7374c",fg='#fbff7a', font = |
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('colibri',13,'bold')).grid() |
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bouton1 = Button(canvas1, text="Tester", command=lancer(recup1(), recup2(), recup3(), recup4(), moyenne_liste()), width=15, height=2, bg="cyan").grid(pady=10) |
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canvas1.grid(pady = 15) |
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label9.grid() |
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canvas1.grid() |
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label9.grid(pady=10) |
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fenetre.title("IHM KNN") |
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fenetre.iconbitmap('icon.ico') |
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fenetre['bg'] = '#005dff' |
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fenetre.geometry('400x360') |
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fenetre.mainloop() |
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