--- /dev/null
+# -*- coding: utf-8 -*-
+#Author: Pierre Ratinaud
+#Copyright (c) 2008-2020 Pierre Ratinaud
+#License: GNU/GPL
+
+#------------------------------------
+# import des modules python
+#------------------------------------
+import os
+import sys
+from time import time, sleep
+
+#------------------------------------
+# import des modules wx
+#------------------------------------
+import wx
+
+#------------------------------------
+# import des fichiers du projet
+#------------------------------------
+from chemins import ConstructPathOut, ConstructAfcUciPath, ChdTxtPathOut
+from corpus import Corpus
+from OptionAlceste import OptionPam
+from analysetxt import AnalyseText
+from configparser import *
+from functions import print_liste, exec_rcode, CreateIraFile, progressbar, check_Rresult, BugDialog
+from layout import PrintRapport
+from PrintRScript import ReinertTxtProf, RPamTxt
+from openanalyse import OpenAnalyse
+
+
+class AnalysePam(AnalyseText) :
+
+# def __init__(self, parent, corpus, cmd = False):
+
+ def doanalyse(self) :
+ self.parametres['type'] = 'pamtxt'
+ self.pathout.basefiles(ChdTxtPathOut)
+ self.actives, lim = self.corpus.make_actives_nb(self.parametres['max_actives'], 1)
+ self.parametres['eff_min_forme'] = lim
+ self.parametres['nbactives'] = len(self.actives)
+ if self.parametres['classif_mode'] == 0 :
+ self.corpus.make_and_write_sparse_matrix_from_uces(self.actives, self.pathout['TableUc1'], self.pathout['listeuce1'])
+ elif self.parametres['classif_mode'] == 1 :
+ self.corpus.make_and_write_sparse_matrix_from_uci(self.actives, self.pathout['TableUc1'], self.pathout['listeuce1'])
+ RPamTxt(self.corpus, self.parent.RscriptsPath)
+ #t1 = time()
+ #self.parent = parent
+ #self.corpus = corpus
+ #self.cmd = cmd
+ if not self.cmd :
+ self.dlg = progressbar(self, 9)
+ #else :
+ # self.dlg = None
+ #ucis_txt, ucis_paras_txt = self.corpus.start_analyse(self.parent, dlg = self.dlg, cmd = self.cmd)
+ #self.corpus.make_len_uce(self.corpus.get_tot_occ_from_ucis_txt(ucis_txt))
+ #del ucis_txt
+ #if not self.cmd :
+ # self.dlg.Update(5, '%i ucis - Construction des uces' % len(self.corpus.ucis))
+ #if self.corpus.parametre['type'] == 0 :
+ # self.corpus.make_ucis_paras_uces(ucis_paras_txt, make_uce = True)
+ #else :
+ # self.corpus.make_ucis_paras_uces(ucis_paras_txt, make_uce = False)
+ #del ucis_paras_txt
+ #if not self.cmd :
+ # self.dlg.Update(6, u'Dictionnaires')
+ #uces, orderuces = self.corpus.make_forms_and_uces()
+ #self.corpus.ucenb = len(uces)
+ #self.corpus.make_lems(self.parent.lexique)
+ #self.corpus.min_eff_formes()
+ #self.corpus.make_var_actives()
+ #self.corpus.make_var_supp()
+ #if not self.cmd :
+ # self.dlg.Update(7, u'Creation des tableaux')
+ if self.corpus.parametre['type'] == 0:
+ tabuc1 = self.corpus.make_table_with_uce(orderuces)
+ uc1 = None
+ uces1 = [[uce, i] for i,uce in enumerate(orderuces)]
+ self.corpus.write_tab([['uce','uc']] + [[i, i] for i in range(0,len(uces))], self.corpus.dictpathout['listeuce1'])
+ else :
+ tabuc1 = self.corpus.make_table_with_uci()
+ uc1 = None
+ uces1 = [[uce, i] for i, uce in enumerate(orderuces)]
+ self.corpus.write_tab([['uce','uc']] + [[i, i] for i in range(0,len(orderuces))], self.corpus.dictpathout['listeuce1'])
+ self.corpus.write_tab(tabuc1,self.corpus.dictpathout['TableUc1'])
+ self.corpus.lenuc1 = len(tabuc1)
+ del tabuc1, uc1
+ RPamTxt(self, self.parent.RscriptsPath)
+ self.DoR(self.pathout['Rchdtxt'], dlg = self.dlg, message = 'R...')
+ #pid = exec_rcode(self.parent.RPath,self.pathout['Rchdtxt'], wait = False)
+ #while pid.poll() == None :
+ # if not self.cmd :
+ # self.dlg.Pulse(u'CHD...')
+ # sleep(0.2)
+ # else :
+ # pass
+ #check_Rresult(self.parent, pid)
+ self.corpus.make_ucecl_from_R(self.pathout['uce'])
+ #ucecl0 = [cl for uce,cl in ucecl if cl != 0]
+ #clnb = len(list(set(ucecl0)))
+ #classes = [cl for uce, cl in ucecl]
+ #uces1 = [val for val, i in uces1]
+ #self.corpus.make_lc(uces1, classes, clnb)
+ #self.corpus.build_profile(clnb, classes, self.corpus.actives, self.corpus.dictpathout['Contout'])
+ self.corpus.make_and_write_profile(self.actives, self.corpus.lc, self.pathout['Contout'])
+ self.sup, lim = self.corpus.make_actives_nb(self.parametres['max_actives'], 2)
+ self.corpus.make_and_write_profile(self.sup, self.corpus.lc, self.pathout['ContSupOut'])
+ self.corpus.make_and_write_profile_et(self.corpus.lc, self.pathout['ContEtOut'])
+ self.clnb = len(self.corpus.lc)
+ self.parametres['clnb'] = self.clnb
+ #passives = [lem for lem in self.corpus.lems if lem not in self.corpus.actives]
+ #self.corpus.build_profile(clnb, classes, self.corpus.supp, self.corpus.dictpathout['ContSupOut'])
+ #self.corpus.make_etoiles(self.corpus.para_coords)
+ #self.corpus.build_profile_et(clnb, classes, uces1, self.corpus.dictpathout['ContEtOut'])
+ AlcesteTxtProf(self.pathout, self.parent.RscriptsPath, clnb, '0.9')
+ self.doR(self.pathout['RTxtProfGraph'], dlg = self.dlg, message = 'profils et A.F.C. ...')
+ #pid = exec_rcode(self.parent.RPath, self.corpus.dictpathout['RTxtProfGraph'], wait = False)
+ #while pid.poll() == None :
+ # if not self.cmd :
+ # self.dlg.Pulse(u'AFC...')
+ # sleep(0.2)
+ # else :
+ # pass
+ #check_Rresult(self.parent, pid)
+ #temps = time() - t1
+ #self.corpus.minutes, self.corpus.seconds = divmod(temps, 60)
+ #self.corpus.hours, self.corpus.minutes = divmod(self.corpus.minutes, 60)
+ PrintRapport(self, self.corpus, self.parametres)
+ #CreateIraFile(self.corpus.dictpathout, clnb, os.path.basename(self.corpus.parametre['filename']))
+ self.corpus.save_corpus(self.corpus.dictpathout['db'])
+ afc_graph_list = [[os.path.basename(self.corpus.dictpathout['AFC2DL_OUT']), 'Variables actives - coordonnées - facteurs 1 / 2'],
+ [os.path.basename(self.corpus.dictpathout['AFC2DSL_OUT']), 'variables supplémentaires - coordonnées - facteurs 1 / 2'],
+ [os.path.basename(self.corpus.dictpathout['AFC2DEL_OUT']), 'Variables illustratives - Coordonnées - facteur 1 / 2'],
+ [os.path.basename(self.corpus.dictpathout['AFC2DCL_OUT']), 'Classes - Coordonnées - facteur 1 / 2']]
+ chd_graph_list = [[os.path.basename(self.corpus.dictpathout['arbre1']), 'résultats de la classification']]
+ print_liste(self.pathout['liste_graph_afc'],afc_graph_list)
+ print_liste(self.pathout['liste_graph_chd'],chd_graph_list)
+ #if not self.cmd :
+ # self.dlg.Update(9, u'fin')
+ # self.dlg.Destroy()
+ #print 'fini'
+
+
+class PamTxt:
+
+ def __init__(self, parent, cmd = False):
+ print('pam txt')
+ self.type = 'pamsimple'
+ self.parent = parent
+ self.ConfigPath = parent.ConfigPath
+ self.DictPath = parent.DictPath
+ self.pamconf = ConfigParser()
+ self.pamconf.read(self.ConfigPath['pam'])
+ self.KeyConf = ConfigParser()
+ self.KeyConf.read(self.ConfigPath['key'])
+ self.corpus = Corpus(parent)
+ try :
+ self.corpus.content = self.parent.content
+ self.corpus.parametre['encodage'] = parent.corpus_encodage
+ self.corpus.parametre['filename'] = parent.filename
+ self.corpus.parametre['lang'] = parent.corpus_lang
+ if not cmd :
+ self.dial = OptionPam(self, parent)
+ self.dial.CenterOnParent()
+ self.val = self.dial.ShowModal()
+ self.print_param()
+ else :
+ self.val = wx.ID_OK
+ if self.val == wx.ID_OK :
+ file = open(self.ConfigPath['key'], 'w')
+ self.KeyConf.write(file)
+ file.close()
+ self.read_param()
+ #self.corpus.parametre.update(param)
+ self.corpus.supplementaires = [option for option in self.KeyConf.options('KEYS') if self.KeyConf.get('KEYS', option) == "2"]
+ self.corpus.typeactive = [option for option in self.KeyConf.options('KEYS') if self.KeyConf.get('KEYS', option) == "1"]
+ self.corpus.dictpathout = ChdTxtPathOut(ConstructPathOut(self.corpus.parametre['filename'], 'PamSimple'))
+ AnalysePam(parent, self.corpus ,cmd = cmd)
+ except AttributeError :
+ wx.MessageBox('Vous devez charger un corpus\nFichier -> Ouvrir un texte', 'Pas de corpus', wx.OK|wx.ICON_INFORMATION)
+ self.val = False
+
+ def print_param(self) :
+ self.pamconf = RawConfigParser()
+ self.pamconf.read(self.parent.ConfigPath['pam'])
+ vallem = self.dial.radio_1.GetSelection()
+ if vallem == 0 : vallem = True
+ else : vallem = False
+ expressions = self.dial.radio_exp.GetSelection()
+ if expressions == 0 : expressions = True
+ else: expressions = False
+ if self.dial.cltype[self.dial.radio_box_3.GetSelection()] == 'k-means (pam)' : cluster_type = 'pam'
+ else : cluster_type = 'fanny'
+ self.pamconf.set('pam', 'lem', vallem)
+ self.pamconf.set('pam', 'expressions', expressions)
+ self.pamconf.set('pam', 'type', self.dial.radio_box_classif.GetSelection())
+ self.pamconf.set('pam', 'method', self.dial.distance[self.dial.choice_1.GetSelection()])
+ self.pamconf.set('pam', 'cluster_type', cluster_type)
+ self.pamconf.set('pam', 'nbforme_uce', str(self.dial.spin_ctrl_3.GetValue()))
+ self.pamconf.set('pam', 'nbcl', str(self.dial.spin_ctrl_4.GetValue()))
+ self.pamconf.set('pam', 'expressions', expressions)
+ self.pamconf.set('pam', 'max_actives', str(self.dial.spin_max_actives.GetValue()))
+ with open(self.ConfigPath['pam'], 'w') as fileout :
+ self.pamconf.write(fileout)
+
+ def read_param(self) :
+ conf = RawConfigParser()
+ conf.read(self.parent.ConfigPath['pam'])
+ for option in conf.options('pam') :
+ if conf.get('pam', option).isdigit() :
+ self.corpus.parametre[option] = int(conf.get('pam', option))
+ else :
+ self.corpus.parametre[option] = conf.get('pam', option)
+ list_bool = ['lem', 'expressions']
+ for val in list_bool :
+ if self.corpus.parametre[val] == 'True' :
+ self.corpus.parametre[val] = True
+ else :
+ self.corpus.parametre[val] = False
+ if self.corpus.parametre['type'] == 0 :
+ self.corpus.parametre['classif_mode'] = 1
+ else :
+ self.corpus.parametre['classif_mode'] = 2