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authorPascale Noyret <pascale.noyret@edf.fr>
Thu, 5 Nov 2009 13:20:11 +0000 (13:20 +0000)
committerPascale Noyret <pascale.noyret@edf.fr>
Thu, 5 Nov 2009 13:20:11 +0000 (13:20 +0000)
Ihm/I_MACRO_ETAPE.py
Noyau/N_ASSD.py
Openturns_Study/OpenTURNS_Cata_Study_V6.py
Openturns_Study/OpenTURNS_Cata_Study_V7.py [new file with mode: 0644]
Openturns_Study/OpenTURNS_Cata_Study_V7.py.orig [new file with mode: 0644]
Openturns_Study/OpenTURNS_Cata_Study_V8.py [new file with mode: 0644]
Openturns_Study/catalogues_openturns.ini
generator/OpenturnsSTD.py

index 26350474992414e6839d28e5e2d6c2e72bf587a6..d66708e04da2e949ebae2d7aaa885d5556229bfa 100644 (file)
@@ -794,9 +794,9 @@ class MACRO_ETAPE(I_ETAPE.ETAPE):
              nom=maVariableListe[i].id_
              type=maVariableListe[i].type_
              if type :
-               ligneTexte="%s=DETERMINISTICVARIABLE(N='%s',T='in',R=%d);\n" % (nom, nom, i)
-             else :
                ligneTexte="%s=DETERMINISTICVARIABLE(N='%s',T='out',R=%d);\n" % (nom, nom, i)
+             else :
+               ligneTexte="%s=DETERMINISTICVARIABLE(N='%s',T='in',R=%d);\n" % (nom, nom, i)
              self.fichier_text = self.fichier_text + ligneTexte
       except:
          self.make_incl2_except()
index 79e7dcdc9320d6c90282f1061d7c64783b69c3e6..ebcddc39ce165ee7ba8fa065d315cd3dca458063 100644 (file)
@@ -59,7 +59,7 @@ class ASSD(object):
       # permet de savoir si le concept a été calculé (1) ou non (0)
       self.executed = 0
       # initialise la partie "sd"
-      super(ASSD, self).__init__(nomj='?&?&?&?&')
+      super(ASSD, self).__init__() # Python 2.6
       
    def __getitem__(self,key):
       return self.etape[key]
index 9a239a094cf6bfd756b35a1e6d61239e4649e611..80730558dad2d24a6c74c58d9a71c4445e63c951 100644 (file)
@@ -320,8 +320,8 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                    Gamma = SIMP ( statut = "o",
                                   typ = "R",
                                   max = 1,
-                                  fr = "Parametre Gamma",
-                                  ang = "Gamma parameter",
+                                  fr = "Borne inferieure du supoport de la loi",
+                                  ang = "Support lower bound",
                                   ),
 
 
@@ -403,16 +403,16 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                        First = SIMP ( statut = "o",
                                     typ = "R",
                                     max = 1,
-                                    fr = "Premier point de la distribution",
-                                    ang = "First point",
+                                    fr = "Borne inferieure du supoport de la loi",
+                                    ang = "Support lower bound",
                                     ),
 
                        # Il faut definir une collection de couples ( x,p ) 
                        Values = SIMP ( statut = 'o',
                                        typ = Tuple(2),
                                        max = '**',
-                                       fr = "Liste de couples (point,probabilite)",
-                                       ang = "(point,probabiblity) couple list",
+                                       fr = "Liste de couples : largeur de classe, probabilité associée",
+                                       ang = "Class bandwidth, associated probability couple list",
                                        validators=VerifTypeTuple(('R','R')),
                                        ),
 
@@ -510,7 +510,7 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                      Gamma = SIMP ( statut = "o",
                                     typ = "R",
                                     max = 1,
-                                    fr = "Borne inferieure du supoport de la loi",
+                                    fr = "Borne inferieure du support de la loi",
                                     ang = "Support lower bound",
                                     ),
 
@@ -531,8 +531,8 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                                      typ = "R",
                                      max = 1,
                                      val_min = 0.,
-                                     fr = "Parametre Beta de la loi | Beta > 0",
-                                     ang = "Beta parameter | Beta > 0",
+                                     fr = "Parametre Beta de la loi | Beta > 0",
+                                     ang = "Beta parameter | Beta > 0",
                                      ),
 
    ), # Fin BLOC LOGISTIC
@@ -544,15 +544,18 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                          N = SIMP ( statut = "o",
                                     typ = "I",
                                     max = 1,
-                                    fr = "Dimension de la loi",
-                                    ang = "Distribution dimension",
+                                    fr = "Parametre N de la loi | N > 0",
+                                    ang = "N parameter | N > 0",
                                     ),
 
-                         # Il faut un vecteur P de taille N
-                         Mu = SIMP ( statut = 'o',
-                                     typ = 'R',
-                                     max = '**',
-                                     ),
+                       # Il faut definir une collection de couples ( x,p ) 
+                       Values = SIMP ( statut = 'o',
+                                       typ = "R",
+                                       max = '**',
+                                       fr = "Liste de probabilités",
+                                       ang = "Probability list",
+                                       validators=VerifTypeTuple(('R','R')),
+                                       ),
 
    ), # Fin BLOC MULTINOMIAL
 
@@ -562,21 +565,21 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                    Nu = SIMP ( statut = "o",
                                typ = "R",
                                max = 1,
-                               fr = "Parametre Nu de la loi",
-                               ang = "Nu parameter",
+                               fr = "Parametre Nu de la loi | Nu > 0",
+                               ang = "Nu parameter | Nu > 0",
                               ),
 
                    Delta = SIMP ( statut = "o",
                                   typ = "R",
                                   max = 1,
-                                  fr = "Parametre Delta de la loi",
-                                  ang = "Delta parameter",
+                                  fr = "Parametre Delta de la loi | Delta > 0",
+                                  ang = "Delta parameter | Delta > 0",
                                   ),
                    
                    Gamma = SIMP ( statut = "o",
                                   typ = "R",
                                   max = 1,
-                                  fr = "Parametre Gamma de la loi",
+                                  fr = "Parametre Gamma de centrage de la loi",
                                   ang = "Gamma parameter",
                                   ),
 
@@ -641,16 +644,16 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                      Mu = SIMP ( statut = "o",
                                  typ = "R",
                                  max = 1,
-                                 fr = "Moyenne de la loi",
-                                 ang = "Mean value",
+                                 fr = "Parametre Mu de la loi",
+                                 ang = "Mu parameter",
                                  ),
 
                      Nu = SIMP ( statut = "o",
                                  typ = "R",
                                  max = 1,
                                  val_min = 2.,
-                                 fr = "Parametre Nu de la loi | V > 2",
-                                 ang = "Nu parameter | V > 2",
+                                 fr = "Parametre Nu de la loi | Nu > 2",
+                                 ang = "Nu parameter | Nu > 2",
                                  ),
 
                    Sigma = SIMP ( statut = "o",
@@ -696,30 +699,30 @@ DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
                              MuN = SIMP ( statut = "o",
                                           typ = "R",
                                           max = 1,
-                                          fr = "Parametre Mu de la loi",
-                                          ang = "Mu parameter",
+                                          fr = "Moyenne de la loi Normale non tronquée",
+                                          ang = "Mean value of the associated non truncated normal distribution",
                                           ),
 
                              SigmaN = SIMP ( statut = "o",
                                              typ = "R",
                                              max = 1,
                                              val_min = 0.,
-                                             fr = "Parametre SigmaN de la loi | SigmaN > 0",
-                                             ang = "SigmaN parameter | SigmaN> 0",
+                                             fr = "Ecart-type de la loi Normale non tronquée",
+                                             ang = "Standard deviation of the associated non truncated normal distribution",
                                              ),
 
                              A = SIMP ( statut = "o",
                                         typ = "R",
                                         max = 1,
-                                        fr = "Borne inferieure de la loi | A < B",
-                                        ang = "Lower bound | A < B",
+                                        fr = "Borne inferieure de la loi | A < B",
+                                        ang = "Lower bound | A < B",
                                         ),
 
                              B = SIMP ( statut = "o",
                                         typ = "R",
                                         max = 1,
-                                        fr = "Borne superieure de la loi | A < B",
-                                        ang = "Upper bound | A < B",
+                                        fr = "Borne superieure de la loi | A < B",
+                                        ang = "Upper bound | A < B",
                                         ),
 
    ), # Fin BLOC TRUNCATEDNORMAL
@@ -890,10 +893,14 @@ VARIABLE = PROC ( nom = "VARIABLE",
 
   ModelVariable = SIMP ( statut = "o",
                          typ = ( variable, ),
+                         fr = "Variable d'entrée du modèle",
+                         ang = "Input variable of the model",
                          ),
 
   Distribution = SIMP ( statut = "o",
                         typ = ( loi, ),
+                        fr = "Modélisation probabiliste",
+                        ang = "Probabilistic modelisation",
                         ),
                   
 ) # Fin PROC VARIABLE
@@ -944,16 +951,16 @@ CORRELATION = PROC ( nom = 'CORRELATION',
 CRITERIA = PROC ( nom = "CRITERIA",
                   op = None,
                   docu = "",
-                  fr = "Mise en donnee pour le fichier de configuration de OPENTURNS.",
-                  ang = "Writes the configuration file for OPENTURNS.",
+                  fr = "Critère de l'étude d'incertitudes",
+                  ang = "Uncertainty study criteria",
 
 
 
   Type = SIMP ( statut = "o",
                 typ = "TXM",
                 into = ( "Min/Max", "Central Uncertainty", "Threshold Exceedence" ),
-                fr = "Type d'Analyse",
-                ang = "Analysis",
+                fr = "Type du critère",
+                ang = "Criteria type",
                 ),
 
 
@@ -976,23 +983,23 @@ CRITERIA = PROC ( nom = "CRITERIA",
                           ExperimentPlane = SIMP ( statut = "o",
                                                    typ = "TXM",
                                                    into = ( "Axial", "Factorial", "Composite", ),
-                                                   fr = "Methode",
-                                                   ang = "Method",
+                                                   fr = "Type du plan d'expérience",
+                                                   ang = "Experiment plane type",
                                                    ),
 
                           Levels = SIMP ( statut = "o",
                                           typ = "R",
                                           val_min = 0.0,
                                           max = '**',    
-                                          fr = "Nombre de niveaux dans chaque direction",
+                                          fr = "Liste de niveaux dans chaque direction",
                                           ang = "Levels in each direction",
                                           ),
 
                           # Scaled Vector
-                          UnitsPerDimension = SIMP ( statut = "o",
+                          UnitPerDimension = SIMP ( statut = "o",
                                           typ = "R",
                                           max = '**',    
-                                          fr = "Unite par dimension (autant que de variables declarees)",
+                                          fr = "Unité par dimension (autant que de variables declarées)",
                                           ang = "Units per dimension (as much as declared variables)",
                                           ),
 
@@ -1000,8 +1007,8 @@ CRITERIA = PROC ( nom = "CRITERIA",
                           Center = SIMP ( statut = "o",
                                           typ = "R",
                                           max = '**',    
-                                          fr = "Unite par dimension",
-                                          ang = "Units per dimension",
+                                          fr = "Centre du plan d'expérience",
+                                          ang = "Experiment plan center",
                                           ),
 
                     ), # Fin BLOC ExperimentPlaneSettings
@@ -1023,7 +1030,7 @@ CRITERIA = PROC ( nom = "CRITERIA",
                                    typ = "TXM",
                                    into = ( "Min/Max", ),
                                    defaut = "Min/Max",
-                                   fr = "Le minimum et le maximum",
+                                   fr = "Le minimum et le maximum de la variable d'intérêt",
                                    ang = "The min and max values",
                                    ),
 
@@ -1285,8 +1292,8 @@ CRITERIA = PROC ( nom = "CRITERIA",
                                                       defaut = 0.1,
                                                       val_min = 0.0,
                                                       val_max = 1.0,
-                                                      fr = " maximum ...",
-                                                      ang = "Absolute maximum ...."
+                                                      fr = "Coefficient de variation maximum",
+                                                      ang = "Maximum coefficient of variation"
                                                       ),
 
                ImportanceSamplingSettings = BLOC ( condition = " Algorithm in ( 'ImportanceSampling', ) ",
@@ -1598,7 +1605,7 @@ CRITERIA = PROC ( nom = "CRITERIA",
                     TvedtApproximation = SIMP ( statut = "o",
                                                 typ = 'TXM',
                                                 into = ( 'yes', 'no' ),
-                                                defaut = 'no',
+                                                defaut = 'yes',
                                                 max = 1,
                                                 fr = "Approximation de Tvedt",
                                                 ang = "Tvedt approximation",
@@ -1607,7 +1614,7 @@ CRITERIA = PROC ( nom = "CRITERIA",
                     HohenBichlerApproximation = SIMP ( statut = "o",
                                                        typ = 'TXM',
                                                        into = ( 'yes', 'no' ),
-                                                       defaut = 'no',
+                                                       defaut = 'yes',
                                                        max = 1,
                                                        fr = "Approximation de HohenBichler",
                                                        ang = "HohenBichler approximation",
@@ -1616,7 +1623,7 @@ CRITERIA = PROC ( nom = "CRITERIA",
                     BreitungApproximation = SIMP ( statut = "o",
                                                    typ = 'TXM',
                                                    into = ( 'yes', 'no' ),
-                                                   defaut = 'no',
+                                                   defaut = 'yes',
                                                    max = 1,
                                                    fr = "Approximation de Breitung",
                                                    ang = "Breitung approximation",
diff --git a/Openturns_Study/OpenTURNS_Cata_Study_V7.py b/Openturns_Study/OpenTURNS_Cata_Study_V7.py
new file mode 100644 (file)
index 0000000..b8ac5d3
--- /dev/null
@@ -0,0 +1,1726 @@
+# -*- coding: utf-8 -*-
+
+# --------------------------------------------------
+# debut entete
+# --------------------------------------------------
+
+#from Accas import ASSD, JDC_CATA, AU_MOINS_UN, PROC, SIMP, FACT, OPER, MACRO, BLOC, A_VALIDATOR
+from Accas import *
+
+class loi      ( ASSD ) : pass
+class variable ( ASSD ) : pass
+
+import types
+class Tuple:
+  def __init__(self,ntuple):
+    self.ntuple=ntuple
+
+  def __convert__(self,valeur):
+    if type(valeur) == types.StringType:
+      return None
+    if len(valeur) != self.ntuple:
+      return None
+    return valeur
+
+  def info(self):
+    return "Tuple de %s elements" % self.ntuple
+
+  __repr__=info
+  __str__=info
+
+class Matrice:
+  def __init__(self,nbLigs=None,nbCols=None,methodeCalculTaille=None,formatSortie="ligne",valSup=None,valMin=None,structure=None):
+      self.nbLigs=nbLigs
+      self.nbCols=nbCols
+      self.methodeCalculTaille=methodeCalculTaille
+      self.formatSortie=formatSortie
+      self.valSup=valSup
+      self.valMin=valMin
+      self.structure=structure
+
+  def __convert__(self,valeur):
+    # Attention ne verifie pas grand chose
+    if type(valeur) != types.ListType :
+      return None
+    return valeur
+
+  def info(self):
+      return "Matrice %s x %s" % (self.nbLigs, self.nbCols)
+
+      __repr__=info
+      __str__=info
+
+
+#CONTEXT.debug = 1
+JdC = JDC_CATA ( code = 'OPENTURNS_STUDY',
+                 execmodul = None,
+                 regles = ( AU_MOINS_UN ( 'CRITERIA' ),
+                            AU_MOINS_UN ( 'MODEL' ),
+                            AVANT ( ('DISTRIBUTION', 'MODEL'), 'VARIABLE' ),
+#                            A_CLASSER ( 'VARIABLE',                'CORRELATION' ),
+#                            A_CLASSER ( 'VARIABLE',                'CRITERIA' ),
+#                            A_CLASSER ( 'CORRELATION',             'CRITERIA' ),
+                            ),
+                 ) # Fin JDC_CATA
+
+
+# --------------------------------------------------
+# fin entete
+# --------------------------------------------------
+
+LOG = PROC ( nom = "LOG",
+             op = None,
+             docu = "",
+               
+  DebugMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de debug de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  WrapperMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de wrapper de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  UserMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de user de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library user level print",
+                 ),
+               
+  InfoMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de info de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library info level print",
+                 ),
+               
+  WarningMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de warning de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library warning level print",
+                 ),
+               
+  ErrorMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de error de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library error level print",
+                 ),
+               
+) # Fin PROC LOG
+# Ordre Catalogue LOG
+
+
+
+
+
+#================================
+# Definition des LOIS
+#================================
+
+# Nota : les variables de type OPER doivent etre en majuscules !
+# Nota : les variables de type OPER doivent etre de premier niveau (pas imbriquees dans un autre type)
+DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
+                      sd_prod = loi,
+                      op = 68,
+                      fr = "Definitions des lois marginales utilisees par les variables d'entree", 
+                      
+                      
+#====
+# Type de distribution
+#====
+
+  Kind = SIMP ( statut = "o", typ = "TXM",
+                into = ( "Beta",
+                         "Exponential",
+                         "Gamma",
+                         "Geometric",
+                         "Gumbel",
+                         "Histogram",
+                         "Laplace",
+                         "Logistic",
+                         "LogNormal",
+                         "MultiNomial",
+                         "NonCentralStudent",
+                         "Normal",
+                         "Poisson",
+                         "Rayleigh",
+                         "Student",
+                         "Triangular",
+                         "TruncatedNormal",
+                         "Uniform",
+                         #"UserDefined",
+                         "Weibull",
+                         ),
+                fr = "Choix du type de la loi marginale",
+                ang = "1D marginal distribution",
+                ),
+
+#====
+# Definition des parametres selon le type de la loi
+#====
+
+  BETA = BLOC ( condition = " Kind in ( 'Beta', ) ",
+
+                  Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "RT", "MuSigma" ),
+                                       defaut = "RT",
+                                       fr = "Parametrage de la loi beta",
+                                       ang = "Beta distribution parameter set",
+                                       ),
+
+                  RT_Parameters = BLOC ( condition = " Settings in ( 'RT', ) ",
+
+                                      R = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre R de la loi | R > 0",
+                                                 ang = "R parameter | R > 0",
+                                                 ),
+
+                                      # T > R
+                                      T = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre T de la loi | T > R",
+                                                 ang = "T parameter | T > R",
+                                                 ),
+
+                                      ), # Fin BLOC RT_Parameters
+
+
+                  MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                      Mu = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  fr = "Moyenne de la loi",
+                                                  ang = "Mean value",
+                                                  ),
+
+                                      Sigma = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     val_min = 0.,
+                                                     fr = "Ecart type de la loi",
+                                                     ang = "Standard deviation",
+                                                     ),
+
+                                      ), # Fin BLOC MuSigma_Parameters
+
+
+                  A = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Borne inferieure du support de la loi",
+                             ang = "Support lower bound",
+                             ),
+
+                  # B > A
+                  B = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Borne superieure du support de la loi",
+                             ang = "Support upper bound",
+                             ),
+
+  ), # Fin BLOC BETA
+
+
+
+  EXPONENTIAL = BLOC ( condition = " Kind in ( 'Exponential', ) ",
+
+                         Lambda = SIMP ( statut = "o",
+                                         typ = "R",
+                                         max = 1,
+                                         val_min = 0.,
+                                         fr = "Parametre Lambda | Lambda > 0",
+                                         ang = "Lambda parameter | Lambda > 0",
+                                         ),
+
+                         Gamma = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne inferieure du support de la loi",
+                                        ang = "Support lower bound",
+                                        ),
+
+  ), # Fin BLOC EXPONENTIAL
+
+
+
+  GAMMA = BLOC ( condition = " Kind in ( 'Gamma', ) ",
+
+                   Settings = SIMP ( statut = "o",
+                                        typ = "TXM",
+                                        max = 1,
+                                        into = ( "KLambda", "MuSigma" ),
+                                        defaut = "KLambda",
+                                        fr = "Parametrage de la loi gamma",
+                                        ang = "Gamma distribution parameter set",
+                                        ),
+
+                   KLambda_Parameters = BLOC ( condition = " Settings in ( 'KLambda', ) ",
+
+                                       K = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  val_min = 0.,
+                                                  fr = "Parametre K de la loi | K > 0",
+                                                  ang = "K parameter | K > 0",
+                                                  ),
+
+                                       Lambda = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Lambda de la loi | Lambda > 0",
+                                                       ang = "Lambda parameter | Lambda > 0",
+                                                       ),
+
+                                       ), # Fin BLOC KLambda_Parameters
+
+
+                   MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                       Mu = SIMP ( statut = "o",
+                                                   typ = "R",
+                                                   max = 1,
+                                                   fr = "Moyenne de la loi",
+                                                   ang = "Mean value",
+                                                   ),
+
+                                       Sigma = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      val_min = 0.,
+                                                      fr = "Ecart type de la loi",
+                                                      ang = "Standard deviation",
+                                                      ),
+
+                                       ), # Fin BLOC MuSigma_Parameters
+
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Borne inferieure du supoport de la loi",
+                                  ang = "Support lower bound",
+                                  ),
+
+
+  ), # Fin BLOC GAMMA
+
+
+
+  GEOMETRIC = BLOC ( condition = " Kind in ( 'Geometric', ) ",
+
+                       P = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  val_max = 1.,
+                                  fr = "Parametre P | 0 < P < 1",
+                                  ang = "P parameter | 0 < P < 1",
+                                  ),
+
+  ), # Fin BLOC GEOMETRIC
+
+
+
+  GUMBEL = BLOC ( condition = " Kind in ( 'Gumbel', ) ",
+
+                    Settings = SIMP ( statut = "o",
+                                         typ = "TXM",
+                                         max = 1,
+                                         into = ( "AlphaBeta", "MuSigma" ),
+                                         defaut = "AlphaBeta",
+                                         fr = "Parametrage de la loi gumbel",
+                                         ang = "Gumbel distribution parameter set",
+                                         ),
+
+                    AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                        Alpha = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                       ang = "Alpha parameter | Alpha > 0",
+                                                       ),
+
+                                        Beta = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      fr = "Parametre Beta de la loi",
+                                                      ang = "Beta parameter",
+                                                      ),
+
+                                        ), # Fin BLOC AlphaBeta_Parameters
+
+
+                    MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                        Mu = SIMP ( statut = "o",
+                                                    typ = "R",
+                                                    max = 1,
+                                                    fr = "Moyenne de la loi",
+                                                    ang = "Mean value",
+                                                    ),
+
+                                        Sigma = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Ecart type de la loi",
+                                                       ang = "Standard deviation",
+                                                       ),
+
+                                        ), # Fin BLOC MuSigma_Parameters
+
+  ), # Fin BLOC GUMBEL
+
+
+
+  HISTOGRAM = BLOC ( condition = " Kind in ( 'Histogram', ) ",
+
+                       First = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du supoport de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+                       # Il faut definir une collection de couples ( x,p ) 
+                       Values = SIMP ( statut = 'o',
+                                       typ = Tuple(2),
+                                       max = '**',
+                                       fr = "Liste de couples : largeur de classe, hauteur de classe",
+                                       ang = "Class bandwidth, class height couple list",
+                                       validators=VerifTypeTuple(('R','R')),
+                                       ),
+
+  ), # Fin BLOC HISTOGRAM
+
+
+
+  LAPLACE = BLOC ( condition = " Kind in ( 'Laplace', ) ",
+
+                   Lambda = SIMP ( statut = "o",
+                                   typ = "R",
+                                   max = 1,
+                                   val_min = 0.,
+                                   fr = "Parametre Lambda | Lambda > 0",
+                                   ang = "Lambda parameter | Lambda > 0",
+                                   ),
+                   
+                   Mu = SIMP ( statut = "o",
+                               typ = "R",
+                               max = 1,
+                               fr = "Moyenne de la loi",
+                               ang = "Mean value",
+                              ),
+
+  ), # Fin BLOC LAPLACE
+
+  LOGNORMAL = BLOC ( condition = " Kind in ( 'LogNormal', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "MuSigmaLog", "MuSigma", "MuSigmaOverMu" ),
+                                       defaut = "MuSigmaLog",
+                                       fr = "Parametrage de la loi lognormale",
+                                       ang = "Lognormal distribution parameter set",
+                                       ),
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Moyenne de la loi",
+                                                             ang = "Mean value",
+                                                             ),
+
+                                                 Sigma = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Ecart type de la loi",
+                                                                ang = "Standard deviation",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigma_Parameters
+
+                     MuSigmaOverMu_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaOverMu', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Moyenne de la loi",
+                                                             ang = "Mean value",
+                                                             ),
+
+                                                 SigmaOverMu = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Rapport ecart type / moyenne de la loi",
+                                                                ang = "Standard deviation / mean value ratio",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigmaOverMu_Parameters
+
+                     MuSigmaLog_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaLog', ) ",
+
+                                                    MuLog = SIMP ( statut = "o",
+                                                                   typ = "R",
+                                                                   max = 1,
+                                                                   fr = "Moyenne du log",
+                                                                   ang = "Log mean value",
+                                                                   ),
+
+                                                    SigmaLog = SIMP ( statut = "o",
+                                                                      typ = "R",
+                                                                      max = 1,
+                                                                      val_min = 0.,
+                                                                      fr = "Ecart type du log",
+                                                                      ang = "Log standard deviation",
+                                                                      ),
+                                            
+                                                    ), # Fin BLOC MuSigmaLog_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+   ), # Fin BLOC LOGNORMAL
+
+
+
+   LOGISTIC = BLOC ( condition = " Kind in ( 'Logistic', ) ",
+
+                       Alpha = SIMP ( statut = "o",
+                                      typ = "R",
+                                      max = 1,
+                                      fr = "Borne inferieure du supoport de la loi",
+                                      ang = "Support lower bound",
+                                      ),
+
+                       Beta = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Beta de la loi | Beta > 0",
+                                     ang = "Beta parameter | Beta > 0",
+                                     ),
+
+   ), # Fin BLOC LOGISTIC
+
+
+
+   MULTINOMIAL = BLOC ( condition = " Kind in ( 'MultiNomial', ) ",
+                         
+                         N = SIMP ( statut = "o",
+                                    typ = "I",
+                                    max = 1,
+                                    fr = "Parametre N de la loi | N > 0",
+                                    ang = "N parameter | N > 0",
+                                    ),
+
+                       # Il faut definir une collection de couples ( x,p ) 
+                       Values = SIMP ( statut = 'o',
+                                       typ = "R",
+                                       max = '**',
+                                       fr = "Liste de probabilités",
+                                       ang = "Probability list",
+                                       validators=VerifTypeTuple(('R','R')),
+                                       ),
+
+   ), # Fin BLOC MULTINOMIAL
+
+
+  NONCENTRALSTUDENT = BLOC ( condition = " Kind in ( 'NonCentralStudent', ) ",
+
+                   Nu = SIMP ( statut = "o",
+                               typ = "R",
+                               max = 1,
+                               fr = "Parametre Nu de la loi | Nu > 0",
+                               ang = "Nu parameter | Nu > 0",
+                              ),
+
+                   Delta = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Delta de la loi | Delta > 0",
+                                  ang = "Delta parameter | Delta > 0",
+                                  ),
+                   
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Gamma de centrage de la loi",
+                                  ang = "Gamma parameter",
+                                  ),
+
+  ), # Fin BLOC NONCENTRALSTUDENT
+
+
+   NORMAL = BLOC ( condition = " Kind in ( 'Normal', ) ",
+
+                    Mu = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Moyenne de la loi",
+                                ang = "Mean value",
+                                ),
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  fr = "Ecart type de la loi",
+                                  ang = "Standard deviation",
+                                  ),
+
+   ), # Fin BLOC NORMAL
+
+
+
+   POISSON = BLOC ( condition = " Kind in ( 'Poisson', ) ",
+
+                     Lambda = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Lambda de la loi | Lambda > 0",
+                                     ang = "Lambda parameter | Lambda > 0",
+                                     ),
+
+   ), # Fin BLOC POISSON
+
+
+
+  RAYLEIGH = BLOC ( condition = " Kind in ( 'Rayleigh', ) ",
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Sigma de la loi | Sigma > 0",
+                                  ang = "Sigma parameter | Sigma > 0",
+                                  ),
+
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Borne inferieure du support de la loi",
+                                  ang = "Support lower bound",
+                                  ),
+ ), # Fin BLOC RAYLEIGH
+
+
+   STUDENT = BLOC ( condition = " Kind in ( 'Student', ) ",
+
+                     Mu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 fr = "Parametre Mu de la loi",
+                                 ang = "Mu parameter",
+                                 ),
+
+                     Nu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 val_min = 2.,
+                                 fr = "Parametre Nu de la loi | Nu > 2",
+                                 ang = "Nu parameter | Nu > 2",
+                                 ),
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Sigma de la loi",
+                                  ang = "Sigma parameter",
+                                  ),
+
+   ), # Fin BLOC STUDENT
+
+
+
+   TRIANGULAR = BLOC ( condition = " Kind in ( 'Triangular', ) ",
+
+                         A = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi | A < M < B",
+                                    ang = "Support lower bound | A < M < B",
+                                    ),
+
+                         M = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Mode de la loi | A < M < B",
+                                    ang = "Mode | A < M < B",
+                                    ),
+
+                         B = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne superieure du support de la loi | A < M < B",
+                                    ang = "Support upper bound | A < M < B",
+                                    ),
+
+   ), # Fin BLOC TRIANGULAR
+
+
+
+   TRUNCATEDNORMAL = BLOC ( condition = " Kind in ( 'TruncatedNormal', ) ",
+
+                             MuN = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = 1,
+                                          fr = "Moyenne de la loi Normale non tronquée",
+                                          ang = "Mean value of the associated non truncated normal distribution",
+                                          ),
+
+                             SigmaN = SIMP ( statut = "o",
+                                             typ = "R",
+                                             max = 1,
+                                             val_min = 0.,
+                                             fr = "Ecart-type de la loi Normale non tronquée",
+                                             ang = "Standard deviation of the associated non truncated normal distribution",
+                                             ),
+
+                             A = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne inferieure de la loi | A < B",
+                                        ang = "Lower bound | A < B",
+                                        ),
+
+                             B = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne superieure de la loi | A < B",
+                                        ang = "Upper bound | A < B",
+                                        ),
+
+   ), # Fin BLOC TRUNCATEDNORMAL
+
+
+
+   UNIFORM = BLOC ( condition = " Kind in ( 'Uniform', ) ",
+
+                     A = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne inferieure du support de la loi | A < B",
+                                ang = "Support lower bound | A < B",
+                                ),
+
+                     B = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne superieure du support de la loi | A < B",
+                                ang = "Support upper bound | A < B",
+                                ),
+
+   ), # Fin BLOC UNIFORM
+
+
+
+   USERDEFINED = BLOC ( condition = " Kind in ( 'UserDefined', ) ",
+
+                           # Il faut definir une collection de couples ( x,p ) 
+                         Values = SIMP ( statut = 'o',
+                                         typ = 'R',
+                                         max = '**',
+                                         ),
+
+   ), # Fin BLOC USERDEFINED
+
+
+
+   WEIBULL = BLOC ( condition = " Kind in ( 'Weibull', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                          typ = "TXM",
+                                          max = 1,
+                                          into = ( "AlphaBeta", "MuSigma" ),
+                                          defaut = "AlphaBeta",
+                                          fr = "Parametrage de la loi weibull",
+                                          ang = "Weibull distribution parameter set",
+                                          ),
+
+                     AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                         Alpha = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                        ang = "Alpha parameter | Alpha > 0",
+                                                        ),
+
+                                         Beta = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Beta de la loi | Beta > 0",
+                                                       ang = "Beta parameter | Beta > 0",
+                                                       ),
+
+                                         ), # Fin BLOC AlphaBeta_Parameters
+
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                         Mu = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     fr = "Moyenne de la loi",
+                                                     ang = "Mean value",
+                                                     ),
+
+                                         Sigma = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Ecart type de la loi",
+                                                        ang = "Standard deviation",
+                                                        ),
+
+                                         ), # Fin BLOC MuSigma_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+    ), # Fin BLOC WEIBULL
+
+) # Fin OPER DISTRIBUTION
+# Ordre Catalogue DISTRIBUTION
+
+
+
+#================================
+# Definition du modele physique
+#================================
+
+
+DETERMINISTICVARIABLE = OPER ( nom = "DETERMINISTICVARIABLE",
+            sd_prod = variable,
+            op = None,
+            fr = "Variable deterministe",
+            ang = "Deterministic variable",
+            
+  N = SIMP ( statut = 'o',
+             typ = "TXM",
+             fr = "Nom",
+             ang = "Name",
+             ),
+            
+  T = SIMP ( statut = 'o',
+             defaut = "in",
+             into = ( "in" , "out", ),
+             typ = "TXM",
+             fr = "Type",
+             ang = "Type",
+             ),
+            
+  R = SIMP ( statut = 'o',
+             defaut = 0,
+             typ = "I",
+             fr = "Rang",
+             ang = "Rank",
+             ),
+            
+) # Fin OPER DETERMINISTICVARIABLE
+# Ordre Catalogue DETERMINISTICVARIABLE
+
+
+
+import opsOT
+MODEL = MACRO ( nom = "MODEL",
+                op = None,
+                UIinfo = { "groupes" : ( "Gestion du travail", ) },
+                fr = "Chargement du wrapper du modele physique",
+                ang = "Physical model wrapper load",
+                sd_prod = opsOT.INCLUDE,
+                op_init = opsOT.INCLUDE_context,
+                fichier_ini = 1,
+               
+  FileName = SIMP ( statut = "o",
+                    typ = "Fichier",
+                    fr = "Nom du modele physique",
+                    ang = "Physical model identifier",
+                    ),
+               
+) # Fin PROC MODEL
+# Ordre Catalogue MODEL
+
+
+
+
+VARIABLE = PROC ( nom = "VARIABLE",
+                  op = None,
+                  docu = "",
+                  fr = "Variable probabiliste",
+                  ang = "Probabilistic variable",
+
+  ModelVariable = SIMP ( statut = "o",
+                         typ = ( variable, ),
+                         fr = "Variable d'entrée du modèle",
+                         ang = "Input variable of the model",
+                         ),
+
+  Distribution = SIMP ( statut = "o",
+                        typ = ( loi, ),
+                        fr = "Modélisation probabiliste",
+                        ang = "Probabilistic modelisation",
+                        ),
+                  
+) # Fin PROC VARIABLE
+# Ordre Catalogue VARIABLE
+
+
+CORRELATION = PROC ( nom = 'CORRELATION',
+                     op = None,
+                     docu = "",
+                     fr = "Correlation entre variables",
+                     ang = "Variable correlation",
+
+  Copula = SIMP ( statut = "o",
+                  typ = 'TXM',
+                  into = ( "Independent", "Normal" ),
+                  defaut = "Independent",
+                  fr = "Type de la copule",
+                  ang = "Copula kind",
+                  ),
+
+  Matrix = BLOC ( condition = "Copula in ( 'Normal', )",
+                  
+    CorrelationMatrix = SIMP ( statut = "o",
+                               typ = Matrice(nbLigs=None,
+                                             nbCols=None,
+                                             methodeCalculTaille='NbDeVariables',
+                                             valSup=1,
+                                             valMin=-1,
+                                             structure="symetrique"),
+                               fr = "Matrice de correlation entre les variables d'entree",
+                               ang = "Correlation matrix for input variables",
+                               ),
+  ), # Fin BLOC Matrix
+
+
+) # Fin PROC CORRELATION
+# Ordre Catalogue CORRELATION
+
+
+
+
+
+#================================
+# Definition de l'etude
+#================================
+
+# Nota : les variables de type PROC doivent etre en majuscules !
+CRITERIA = PROC ( nom = "CRITERIA",
+                  op = None,
+                  docu = "",
+                  fr = "Critère de l'étude d'incertitudes",
+                  ang = "Uncertainty study criteria",
+
+
+
+  Type = SIMP ( statut = "o",
+                typ = "TXM",
+                into = ( "Min/Max", "Central Uncertainty", "Threshold Exceedence" ),
+                fr = "Type du critère",
+                ang = "Criteria type",
+                ),
+
+
+
+
+
+
+
+  MinMax = BLOC ( condition = " Type in ( 'Min/Max', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Experiment Plane", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                  # UC 3.1.1
+                  ExperimentPlaneSettings = BLOC ( condition = " Method in ( 'Experiment Plane', ) ",
+
+                          ExperimentPlane = SIMP ( statut = "o",
+                                                   typ = "TXM",
+                                                   into = ( "Axial", "Factorial", "Composite", ),
+                                                   fr = "Type du plan d'expérience",
+                                                   ang = "Experiment plane type",
+                                                   ),
+
+                          Levels = SIMP ( statut = "o",
+                                          typ = "R",
+                                          val_min = 0.0,
+                                          max = '**',    
+                                          fr = "Liste de niveaux dans chaque direction",
+                                          ang = "Levels in each direction",
+                                          ),
+
+                          # Scaled Vector
+                          UnitPerDimension = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Unité par dimension (autant que de variables declarées)",
+                                          ang = "Units per dimension (as much as declared variables)",
+                                          ),
+
+                          # Translation Vector
+                          Center = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Centre du plan d'expérience",
+                                          ang = "Experiment plan center",
+                                          ),
+
+                    ), # Fin BLOC ExperimentPlaneSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          SimulationsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                    ), # Fin BLOC RandomSamplingSettings
+
+                  Result = SIMP (  statut = "o",
+                                   typ = "TXM",
+                                   into = ( "Min/Max", ),
+                                   defaut = "Min/Max",
+                                   fr = "Le minimum et le maximum de la variable d'intérêt",
+                                   ang = "The min and max values",
+                                   ),
+
+
+  ), # Fin BLOC MinMax
+
+
+
+
+  CentralUncertainty = BLOC ( condition = " Type in ( 'Central Uncertainty', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Taylor Variance Decomposition", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                              
+                  # UC 3.2.
+                  TaylorVarianceDecompositionSettings = BLOC ( condition = " Method in ( 'Taylor Variance Decomposition', ) ",
+
+                      Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              MeanFirstOrder = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Moyenne au premier ordre",
+                                                ang = "MeanFirstOrder",
+                                                ),
+
+                              StandardDeviationFirstOrder = SIMP ( statut = "o",
+                                                                   typ = 'TXM',
+                                                                   into = ( 'yes', 'no' ),
+                                                                   defaut = 'yes',
+                                                                   max = 1,
+                                                                   fr = "Ecart-type au premier ordre",
+                                                                   ang = "StandardDeviationFirstOrder",
+                                                                   ),
+
+                              MeanSecondOrder = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'no',
+                                                       max = 1,
+                                                       fr = "Moyenne au second ordre",
+                                                       ang = "MeanSecondOrder",
+                                                       ),
+
+                              ImportanceFactor = SIMP ( statut = "o",
+                                                        typ = 'TXM',
+                                                        into = ( 'yes', 'no' ),
+                                                        defaut = 'yes',
+                                                        max = 1,
+                                                        fr = "Facteur d'importance pour variable de sortie scalaire",
+                                                        ang = "ImportanceFactor",
+                                                        ),
+                              ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC TaylorVarianceDecompositionSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          SimulationsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                       Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              EmpiricalMean = SIMP ( statut = "o",
+                                                     typ = 'TXM',
+                                                     into = ( 'yes', 'no' ),
+                                                     defaut = 'yes',
+                                                     max = 1,
+                                                     fr = "Moyenne empirique",
+                                                     ang = "Empirical mean",
+                                                     ),
+
+                              EmpiricalStandardDeviation = SIMP ( statut = "o",
+                                                                  typ = 'TXM',
+                                                                  into = ( 'yes', 'no' ),
+                                                                  defaut = 'yes',
+                                                                  max = 1,
+                                                                  fr = "Ecart-type empirique",
+                                                                  ang = "Empirical standard deviation",
+                                                                  ),
+
+                              EmpiricalQuantile = SIMP ( statut = "o",
+                                                         typ = 'TXM',
+                                                         into = ( 'yes', 'no' ),
+                                                         defaut = 'yes',
+                                                         max = 1,
+                                                         fr = "Quantile empirique",
+                                                         ang = "Empirical quantile",
+                                                         ),
+
+                              EmpiricalQuantileSettings = BLOC ( condition = " EmpiricalQuantile in ( 'yes', ) ",
+
+                                  EmpiricalQuantile_Order = SIMP ( statut = "o",
+                                                                   typ = 'R',
+                                                                   defaut = 0.95,
+                                                                   max = 1,
+                                                                   val_min = 0.0,
+                                                                   val_max = 1.0,
+                                                                   fr = "Ordre du quantile empirique",
+                                                                   ang = "Empirical quantile order",
+                                                                   ),
+
+                              ), # Fin BLOC EmpiricalQuantileSettings
+
+                              CorrelationAnalysis = SIMP ( statut = "o",
+                                                            typ = 'TXM',
+                                                            into = ( 'yes', 'no' ),
+                                                            defaut = 'yes',
+                                                            max = 1,
+                                                            fr = "Correlations analysees",
+                                                            ang = "Analysed correlations",
+                                                            ),
+
+                              KernelSmoothing = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Kernel smoothing de l'echantillon",
+                                                       ang = "Kernel smoothing of the sample",
+                                                       ),
+
+                              KernelSmoothingSettings = BLOC ( condition = " KernelSmoothing in ( 'yes', ) ",
+
+                                     KernelSmoothingDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique de la reconstruction a noyau",
+                                                                              ang = "Kernel Smoothing Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC KernelSmoothingSettings
+                                      
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC RandomSamplingSettings
+
+  ), # Fin BLOC CentralUncertainty
+
+
+
+
+  ThresholdExceedence = BLOC ( condition = " Type in ( 'Threshold Exceedence', ) ",
+
+         Event =  FACT ( statut = "o",
+                         min = 1,
+                         max = 1,
+
+                         Threshold = SIMP ( statut = "o",
+                                            typ = "R",
+                                            max = 1,
+                                            fr = "Le seuil de defaillance",
+                                            ang = "Failure threshold",
+                                            ),
+
+                         ComparisonOperator = SIMP ( statut = "o",
+                                                     typ = "TXM",
+                                                     max = 1,
+                                                     into = ( "Less", "LessOrEqual", "Equal", "GreaterOrEqual", "Greater" ),
+                                                     fr = "Que faut-il ne pas depasser : un maximum ou un minimum",
+                                                     ang = "What is the failure threshold : maximum or minimum",
+                                                     ),
+         ), # Fin FACT Event
+                         
+
+         Method = SIMP ( statut = "o",
+                         typ = "TXM",
+                         into = ( "Simulation", "FORM_SORM" ),
+                         fr = "Methode",
+                         ang = "Method",
+                         ),
+
+         SimulationSettings = BLOC ( condition = " Method in ( 'Simulation', ) ",
+
+               Algorithm = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "MonteCarlo", "LHS", "ImportanceSampling" ),
+                                  fr = "Algorithme de simulation",
+                                  ang = "Simulation algorithm",
+                                  ),
+
+                                 
+               RandomGenerator = FACT ( statut = "o",
+                                        min = 1,
+                                        max = 1,
+
+                           SeedToBeSet = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'no',
+                                                max = 1,
+                                                fr = "La racine du generateur aleatoire doit-elle etre positionnee ?",
+                                                ang = "Does the random generator seed need to be set ?",
+                                                ),
+
+                           SeedSettings = BLOC ( condition = " SeedToBeSet in ( 'yes', ) ",
+
+                                                 RandomGeneratorSeed = SIMP ( statut = "o",
+                                                                              typ = "I",
+                                                                              max = 1,
+                                                                              fr = "Racine du generateur aleatoire",
+                                                                              ang = "Random generator seed",
+                                                                              ),
+
+                                               ), # Fin BLOC SeedSettings
+
+               ), # Fin FACT RandomGenerator
+
+
+               BlockSize = SIMP ( statut = "o",
+                                  typ = "I",
+                                  max = 1,
+                                  val_min = 1,
+                                  defaut = 1,
+                                  fr = "Nombre de calculs realises en bloc",
+                                  ang = "Number of computations as a block",
+                                  ),
+
+               MaximumOuterSampling = SIMP ( statut = "o",
+                                             typ = "I",
+                                             max = 1,
+                                             val_min = 1,
+                                             fr = "Maximum d'iterations externes",
+                                             ang = "Maximum outer Sampling value",
+                                             ),
+
+               MaximumCoefficientOfVariation = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      defaut = 0.1,
+                                                      val_min = 0.0,
+                                                      val_max = 1.0,
+                                                      fr = "Coefficient de variation maximum",
+                                                      ang = "Maximum coefficient of variation"
+                                                      ),
+
+               ImportanceSamplingSettings = BLOC ( condition = " Algorithm in ( 'ImportanceSampling', ) ",
+
+                            MeanVector = SIMP ( statut = "o",
+                                                typ = "R",
+                                                max = "**",
+                                                fr = "Moyenne",
+                                                ang = "Mean vector",
+                                                ),
+
+                            Correlation = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'Independent', 'Linear' ),
+                                                 defaut = 'Independent',
+                                                 max = 1,
+                                                 fr = "Le type de correlation entre les variables",
+                                                 ang = "Correlation between variables",
+                                                 ),
+
+               ), # Fin BLOC ImportanceSamplingSettings
+
+               Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    StandardDeviation = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Ecart type",
+                                         ang = "Standard deviation",
+                                         ),
+
+                    ConfidenceInterval = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Intervale de confiance",
+                                                ang = "Confidence interval",
+                                                ),
+
+                    ConfidenceIntervalSettings = BLOC ( condition = " ConfidenceInterval in ( 'yes', ) ",
+
+                          Level = SIMP ( statut = "o",
+                                         typ = 'R',
+                                         defaut = 0.9,
+                                         max = 1,
+                                         val_min = 0.0,
+                                         val_max = 1.0,
+                                         fr = "Niveau de confiance",
+                                         ang = "Confidence level",
+                                         ),
+                                                     
+                    ), # Fin BLOC ConfidenceIntervalSettings
+                               
+                    VariationCoefficient = SIMP ( statut = "o",
+                                                  typ = 'TXM',
+                                                  into = ( 'yes', 'no' ),
+                                                  defaut = 'yes',
+                                                  max = 1,
+                                                  fr = "Coefficient de variation",
+                                                  ang = "Coefficient of variation",
+                                                  ),
+
+                    SimulationsNumber = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Nombre d'iterations",
+                                             ang = "Iteration number",
+                                             ),
+
+                    ConvergenceGraph = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Graphe de convergence",
+                                             ang = "Convergence graph",
+                                             ),
+                               
+                    ConvergenceGraphSettings = BLOC ( condition = " ConvergenceGraph in ( 'yes', ) ",
+
+                                     ConvergenceDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique de la convergence",
+                                                                         ang = "Convergence Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC ConvergenceGraphSettings
+                                      
+             ), # Fin FACT Result
+                                                               
+
+
+         ), # Fin BLOC SimulationSettings
+
+
+                               
+         FORM_SORMSettings = BLOC ( condition = " Method in ( 'FORM_SORM', ) ",
+
+                Approximation = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       defaut = "FirstOrder",
+                                       into = ( "FirstOrder", "SecondOrder" ),
+                                       max = 1,
+                                       fr = "Approximation",
+                                       ang = "Approximation",
+                                       ),
+
+                OptimizationAlgorithm = SIMP ( statut = "o",
+                                               typ = "TXM",
+                                               defaut = "Cobyla",
+                                               into = ( "Cobyla", "AbdoRackwitz" ),
+                                               max = 1,
+                                               fr = "Methode d'optimisation",
+                                               ang = "Optimization method",
+                                               ),
+
+                                     
+                PhysicalStartingPoint = SIMP ( statut = "f",
+                                               typ = "R",
+                                               max = "**",
+                                               fr = "Point de demarrage de l'algorithme iteratif",
+                                               ang = "Initial point for iterative process",
+                                               ),
+
+                MaximumIterationsNumber = SIMP ( statut = "f",
+                                                 typ = "I",
+                                                 max = 1,
+                                                 val_min = 1,
+                                                 fr = "Nombre maximum d'iterations",
+                                                 ang = "Maximum number of iterations",
+                                                 ),
+
+                                     
+                MaximumAbsoluteError = SIMP ( statut = "o",
+                                              typ = "R",
+                                              max = 1,
+                                              defaut = 1E-4,
+                                              val_min = 0.0,
+                                              fr = "Distance maximum absolue entre 2 iterations successives",
+                                              ang = "Absolute maximum distance between 2 successive iterates",
+                                              ),
+
+                MaximumRelativeError = SIMP ( statut = "o",
+                                               typ = "R",
+                                               max = 1,
+                                               defaut = 1E-4,
+                                               val_min = 0.0,
+                                               fr = "Distance maximum relative entre 2 iterations successives",
+                                               ang = "Relative maximum distance between 2 successive iterates",
+                                               ),
+                                     
+                MaximumConstraintError = SIMP ( statut = "o",
+                                                typ = "R",
+                                                max = 1,
+                                                defaut = 1E-4,
+                                                val_min = 0.0,
+                                                fr = "Valeur maximum absolue de la fonction moins la valeur du niveau",
+                                                ang = "Maximum absolute value of the constraint function minus the level value",
+                                                ),
+
+                ImportanceSampling = SIMP ( statut = "o",
+                                            typ = 'TXM',
+                                            into = ( 'yes', 'no' ),
+                                            defaut = 'no',
+                                            max = 1,
+                                            fr = "Tirage d'importance au point de conception",
+                                            ang = "Importance sampling at design point",
+                                            ),
+
+                FORMResult = BLOC ( condition = " Approximation in ( 'FirstOrder', ) ",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    HasoferReliabilityIndex = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Indice de fiabilite",
+                                                 ang = "Reliability index",
+                                                 ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'yes',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "Importance factor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            FORMEventProbabilitySensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            FORMEventProbabilitySensitivitySettings = BLOC ( condition = " FORMEventProbabilitySensitivity in ( 'yes', ) ",
+
+                                     FORMEventProbabilitySensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FORMEventProbabilitySensitivitySettings
+                                      
+                            HasoferReliabilityIndexSensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            HasoferReliabilityIndexSensitivitySettings = BLOC ( condition = " HasoferReliabilityIndexSensitivity in ( 'yes', ) ",
+
+                                     HasoferReliabilityIndexSensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FHasoferReliabilityIndexSensitivitySettings
+                                      
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC FORMResult
+
+
+                SORMResult = BLOC ( condition = " Approximation in ( 'SecondOrder', ) ",
+
+
+                    TvedtApproximation = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Approximation de Tvedt",
+                                                ang = "Tvedt approximation",
+                                                ),
+
+                    HohenBichlerApproximation = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Approximation de HohenBichler",
+                                                       ang = "HohenBichler approximation",
+                                                       ),
+
+                    BreitungApproximation = SIMP ( statut = "o",
+                                                   typ = 'TXM',
+                                                   into = ( 'yes', 'no' ),
+                                                   defaut = 'yes',
+                                                   max = 1,
+                                                   fr = "Approximation de Breitung",
+                                                   ang = "Breitung approximation",
+                                                   ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'yes',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "Importance factor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            HasoferReliabilityIndexSensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+                                                                 
+                            HasoferReliabilityIndexSensitivitySettings = BLOC ( condition = " HasoferReliabilityIndexSensitivity in ( 'yes', ) ",
+
+                                     HasoferReliabilityIndexSensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FHasoferReliabilityIndexSensitivitySettings
+                                      
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC SecondOrder
+
+
+                                     
+        ), # Fin BLOC FORM_SORMSettings
+
+
+                               
+  ), # Fin BLOC ThresholdExceedence
+
+
+
+) # Fin PROC CRITERIA
+# Ordre Catalogue CRITERIA
+
+
+
+
+
+
+
diff --git a/Openturns_Study/OpenTURNS_Cata_Study_V7.py.orig b/Openturns_Study/OpenTURNS_Cata_Study_V7.py.orig
new file mode 100644 (file)
index 0000000..9a239a0
--- /dev/null
@@ -0,0 +1,1719 @@
+# -*- coding: utf-8 -*-
+
+# --------------------------------------------------
+# debut entete
+# --------------------------------------------------
+
+#from Accas import ASSD, JDC_CATA, AU_MOINS_UN, PROC, SIMP, FACT, OPER, MACRO, BLOC, A_VALIDATOR
+from Accas import *
+
+class loi      ( ASSD ) : pass
+class variable ( ASSD ) : pass
+
+import types
+class Tuple:
+  def __init__(self,ntuple):
+    self.ntuple=ntuple
+
+  def __convert__(self,valeur):
+    if type(valeur) == types.StringType:
+      return None
+    if len(valeur) != self.ntuple:
+      return None
+    return valeur
+
+  def info(self):
+    return "Tuple de %s elements" % self.ntuple
+
+  __repr__=info
+  __str__=info
+
+class Matrice:
+  def __init__(self,nbLigs=None,nbCols=None,methodeCalculTaille=None,formatSortie="ligne",valSup=None,valMin=None,structure=None):
+      self.nbLigs=nbLigs
+      self.nbCols=nbCols
+      self.methodeCalculTaille=methodeCalculTaille
+      self.formatSortie=formatSortie
+      self.valSup=valSup
+      self.valMin=valMin
+      self.structure=structure
+
+  def __convert__(self,valeur):
+    # Attention ne verifie pas grand chose
+    if type(valeur) != types.ListType :
+      return None
+    return valeur
+
+  def info(self):
+      return "Matrice %s x %s" % (self.nbLigs, self.nbCols)
+
+      __repr__=info
+      __str__=info
+
+
+#CONTEXT.debug = 1
+JdC = JDC_CATA ( code = 'OPENTURNS_STUDY',
+                 execmodul = None,
+                 regles = ( AU_MOINS_UN ( 'CRITERIA' ),
+                            AU_MOINS_UN ( 'MODEL' ),
+                            AVANT ( ('DISTRIBUTION', 'MODEL'), 'VARIABLE' ),
+#                            A_CLASSER ( 'VARIABLE',                'CORRELATION' ),
+#                            A_CLASSER ( 'VARIABLE',                'CRITERIA' ),
+#                            A_CLASSER ( 'CORRELATION',             'CRITERIA' ),
+                            ),
+                 ) # Fin JDC_CATA
+
+
+# --------------------------------------------------
+# fin entete
+# --------------------------------------------------
+
+LOG = PROC ( nom = "LOG",
+             op = None,
+             docu = "",
+               
+  DebugMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de debug de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  WrapperMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de wrapper de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  UserMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de user de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library user level print",
+                 ),
+               
+  InfoMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de info de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library info level print",
+                 ),
+               
+  WarningMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de warning de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library warning level print",
+                 ),
+               
+  ErrorMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de error de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library error level print",
+                 ),
+               
+) # Fin PROC LOG
+# Ordre Catalogue LOG
+
+
+
+
+
+#================================
+# Definition des LOIS
+#================================
+
+# Nota : les variables de type OPER doivent etre en majuscules !
+# Nota : les variables de type OPER doivent etre de premier niveau (pas imbriquees dans un autre type)
+DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
+                      sd_prod = loi,
+                      op = 68,
+                      fr = "Definitions des lois marginales utilisees par les variables d'entree", 
+                      
+                      
+#====
+# Type de distribution
+#====
+
+  Kind = SIMP ( statut = "o", typ = "TXM",
+                into = ( "Beta",
+                         "Exponential",
+                         "Gamma",
+                         "Geometric",
+                         "Gumbel",
+                         "Histogram",
+                         "Laplace",
+                         "Logistic",
+                         "LogNormal",
+                         "MultiNomial",
+                         "NonCentralStudent",
+                         "Normal",
+                         "Poisson",
+                         "Rayleigh",
+                         "Student",
+                         "Triangular",
+                         "TruncatedNormal",
+                         "Uniform",
+                         #"UserDefined",
+                         "Weibull",
+                         ),
+                fr = "Choix du type de la loi marginale",
+                ang = "1D marginal distribution",
+                ),
+
+#====
+# Definition des parametres selon le type de la loi
+#====
+
+  BETA = BLOC ( condition = " Kind in ( 'Beta', ) ",
+
+                  Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "RT", "MuSigma" ),
+                                       defaut = "RT",
+                                       fr = "Parametrage de la loi beta",
+                                       ang = "Beta distribution parameter set",
+                                       ),
+
+                  RT_Parameters = BLOC ( condition = " Settings in ( 'RT', ) ",
+
+                                      R = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre R de la loi | R > 0",
+                                                 ang = "R parameter | R > 0",
+                                                 ),
+
+                                      # T > R
+                                      T = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre T de la loi | T > R",
+                                                 ang = "T parameter | T > R",
+                                                 ),
+
+                                      ), # Fin BLOC RT_Parameters
+
+
+                  MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                      Mu = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  fr = "Moyenne de la loi",
+                                                  ang = "Mean value",
+                                                  ),
+
+                                      Sigma = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     val_min = 0.,
+                                                     fr = "Ecart type de la loi",
+                                                     ang = "Standard deviation",
+                                                     ),
+
+                                      ), # Fin BLOC MuSigma_Parameters
+
+
+                  A = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Borne inferieure du support de la loi",
+                             ang = "Support lower bound",
+                             ),
+
+                  # B > A
+                  B = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Borne superieure du support de la loi",
+                             ang = "Support upper bound",
+                             ),
+
+  ), # Fin BLOC BETA
+
+
+
+  EXPONENTIAL = BLOC ( condition = " Kind in ( 'Exponential', ) ",
+
+                         Lambda = SIMP ( statut = "o",
+                                         typ = "R",
+                                         max = 1,
+                                         val_min = 0.,
+                                         fr = "Parametre Lambda | Lambda > 0",
+                                         ang = "Lambda parameter | Lambda > 0",
+                                         ),
+
+                         Gamma = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne inferieure du support de la loi",
+                                        ang = "Support lower bound",
+                                        ),
+
+  ), # Fin BLOC EXPONENTIAL
+
+
+
+  GAMMA = BLOC ( condition = " Kind in ( 'Gamma', ) ",
+
+                   Settings = SIMP ( statut = "o",
+                                        typ = "TXM",
+                                        max = 1,
+                                        into = ( "KLambda", "MuSigma" ),
+                                        defaut = "KLambda",
+                                        fr = "Parametrage de la loi gamma",
+                                        ang = "Gamma distribution parameter set",
+                                        ),
+
+                   KLambda_Parameters = BLOC ( condition = " Settings in ( 'KLambda', ) ",
+
+                                       K = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  val_min = 0.,
+                                                  fr = "Parametre K de la loi | K > 0",
+                                                  ang = "K parameter | K > 0",
+                                                  ),
+
+                                       Lambda = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Lambda de la loi | Lambda > 0",
+                                                       ang = "Lambda parameter | Lambda > 0",
+                                                       ),
+
+                                       ), # Fin BLOC KLambda_Parameters
+
+
+                   MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                       Mu = SIMP ( statut = "o",
+                                                   typ = "R",
+                                                   max = 1,
+                                                   fr = "Moyenne de la loi",
+                                                   ang = "Mean value",
+                                                   ),
+
+                                       Sigma = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      val_min = 0.,
+                                                      fr = "Ecart type de la loi",
+                                                      ang = "Standard deviation",
+                                                      ),
+
+                                       ), # Fin BLOC MuSigma_Parameters
+
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Gamma",
+                                  ang = "Gamma parameter",
+                                  ),
+
+
+  ), # Fin BLOC GAMMA
+
+
+
+  GEOMETRIC = BLOC ( condition = " Kind in ( 'Geometric', ) ",
+
+                       P = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  val_max = 1.,
+                                  fr = "Parametre P | 0 < P < 1",
+                                  ang = "P parameter | 0 < P < 1",
+                                  ),
+
+  ), # Fin BLOC GEOMETRIC
+
+
+
+  GUMBEL = BLOC ( condition = " Kind in ( 'Gumbel', ) ",
+
+                    Settings = SIMP ( statut = "o",
+                                         typ = "TXM",
+                                         max = 1,
+                                         into = ( "AlphaBeta", "MuSigma" ),
+                                         defaut = "AlphaBeta",
+                                         fr = "Parametrage de la loi gumbel",
+                                         ang = "Gumbel distribution parameter set",
+                                         ),
+
+                    AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                        Alpha = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                       ang = "Alpha parameter | Alpha > 0",
+                                                       ),
+
+                                        Beta = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      fr = "Parametre Beta de la loi",
+                                                      ang = "Beta parameter",
+                                                      ),
+
+                                        ), # Fin BLOC AlphaBeta_Parameters
+
+
+                    MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                        Mu = SIMP ( statut = "o",
+                                                    typ = "R",
+                                                    max = 1,
+                                                    fr = "Moyenne de la loi",
+                                                    ang = "Mean value",
+                                                    ),
+
+                                        Sigma = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Ecart type de la loi",
+                                                       ang = "Standard deviation",
+                                                       ),
+
+                                        ), # Fin BLOC MuSigma_Parameters
+
+  ), # Fin BLOC GUMBEL
+
+
+
+  HISTOGRAM = BLOC ( condition = " Kind in ( 'Histogram', ) ",
+
+                       First = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Premier point de la distribution",
+                                    ang = "First point",
+                                    ),
+
+                       # Il faut definir une collection de couples ( x,p ) 
+                       Values = SIMP ( statut = 'o',
+                                       typ = Tuple(2),
+                                       max = '**',
+                                       fr = "Liste de couples (point,probabilite)",
+                                       ang = "(point,probabiblity) couple list",
+                                       validators=VerifTypeTuple(('R','R')),
+                                       ),
+
+  ), # Fin BLOC HISTOGRAM
+
+
+
+  LAPLACE = BLOC ( condition = " Kind in ( 'Laplace', ) ",
+
+                   Lambda = SIMP ( statut = "o",
+                                   typ = "R",
+                                   max = 1,
+                                   val_min = 0.,
+                                   fr = "Parametre Lambda | Lambda > 0",
+                                   ang = "Lambda parameter | Lambda > 0",
+                                   ),
+                   
+                   Mu = SIMP ( statut = "o",
+                               typ = "R",
+                               max = 1,
+                               fr = "Moyenne de la loi",
+                               ang = "Mean value",
+                              ),
+
+  ), # Fin BLOC LAPLACE
+
+  LOGNORMAL = BLOC ( condition = " Kind in ( 'LogNormal', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "MuSigmaLog", "MuSigma", "MuSigmaOverMu" ),
+                                       defaut = "MuSigmaLog",
+                                       fr = "Parametrage de la loi lognormale",
+                                       ang = "Lognormal distribution parameter set",
+                                       ),
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Moyenne de la loi",
+                                                             ang = "Mean value",
+                                                             ),
+
+                                                 Sigma = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Ecart type de la loi",
+                                                                ang = "Standard deviation",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigma_Parameters
+
+                     MuSigmaOverMu_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaOverMu', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Moyenne de la loi",
+                                                             ang = "Mean value",
+                                                             ),
+
+                                                 SigmaOverMu = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Rapport ecart type / moyenne de la loi",
+                                                                ang = "Standard deviation / mean value ratio",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigmaOverMu_Parameters
+
+                     MuSigmaLog_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaLog', ) ",
+
+                                                    MuLog = SIMP ( statut = "o",
+                                                                   typ = "R",
+                                                                   max = 1,
+                                                                   fr = "Moyenne du log",
+                                                                   ang = "Log mean value",
+                                                                   ),
+
+                                                    SigmaLog = SIMP ( statut = "o",
+                                                                      typ = "R",
+                                                                      max = 1,
+                                                                      val_min = 0.,
+                                                                      fr = "Ecart type du log",
+                                                                      ang = "Log standard deviation",
+                                                                      ),
+                                            
+                                                    ), # Fin BLOC MuSigmaLog_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du supoport de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+   ), # Fin BLOC LOGNORMAL
+
+
+
+   LOGISTIC = BLOC ( condition = " Kind in ( 'Logistic', ) ",
+
+                       Alpha = SIMP ( statut = "o",
+                                      typ = "R",
+                                      max = 1,
+                                      fr = "Borne inferieure du supoport de la loi",
+                                      ang = "Support lower bound",
+                                      ),
+
+                       Beta = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Beta de la loi | Beta > = 0",
+                                     ang = "Beta parameter | Beta > = 0",
+                                     ),
+
+   ), # Fin BLOC LOGISTIC
+
+
+
+   MULTINOMIAL = BLOC ( condition = " Kind in ( 'MultiNomial', ) ",
+                         
+                         N = SIMP ( statut = "o",
+                                    typ = "I",
+                                    max = 1,
+                                    fr = "Dimension de la loi",
+                                    ang = "Distribution dimension",
+                                    ),
+
+                         # Il faut un vecteur P de taille N
+                         Mu = SIMP ( statut = 'o',
+                                     typ = 'R',
+                                     max = '**',
+                                     ),
+
+   ), # Fin BLOC MULTINOMIAL
+
+
+  NONCENTRALSTUDENT = BLOC ( condition = " Kind in ( 'NonCentralStudent', ) ",
+
+                   Nu = SIMP ( statut = "o",
+                               typ = "R",
+                               max = 1,
+                               fr = "Parametre Nu de la loi",
+                               ang = "Nu parameter",
+                              ),
+
+                   Delta = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Delta de la loi",
+                                  ang = "Delta parameter",
+                                  ),
+                   
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Gamma de la loi",
+                                  ang = "Gamma parameter",
+                                  ),
+
+  ), # Fin BLOC NONCENTRALSTUDENT
+
+
+   NORMAL = BLOC ( condition = " Kind in ( 'Normal', ) ",
+
+                    Mu = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Moyenne de la loi",
+                                ang = "Mean value",
+                                ),
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  fr = "Ecart type de la loi",
+                                  ang = "Standard deviation",
+                                  ),
+
+   ), # Fin BLOC NORMAL
+
+
+
+   POISSON = BLOC ( condition = " Kind in ( 'Poisson', ) ",
+
+                     Lambda = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Lambda de la loi | Lambda > 0",
+                                     ang = "Lambda parameter | Lambda > 0",
+                                     ),
+
+   ), # Fin BLOC POISSON
+
+
+
+  RAYLEIGH = BLOC ( condition = " Kind in ( 'Rayleigh', ) ",
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Sigma de la loi | Sigma > 0",
+                                  ang = "Sigma parameter | Sigma > 0",
+                                  ),
+
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Borne inferieure du support de la loi",
+                                  ang = "Support lower bound",
+                                  ),
+ ), # Fin BLOC RAYLEIGH
+
+
+   STUDENT = BLOC ( condition = " Kind in ( 'Student', ) ",
+
+                     Mu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 fr = "Moyenne de la loi",
+                                 ang = "Mean value",
+                                 ),
+
+                     Nu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 val_min = 2.,
+                                 fr = "Parametre Nu de la loi | V > 2",
+                                 ang = "Nu parameter | V > 2",
+                                 ),
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Sigma de la loi",
+                                  ang = "Sigma parameter",
+                                  ),
+
+   ), # Fin BLOC STUDENT
+
+
+
+   TRIANGULAR = BLOC ( condition = " Kind in ( 'Triangular', ) ",
+
+                         A = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi | A < M < B",
+                                    ang = "Support lower bound | A < M < B",
+                                    ),
+
+                         M = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Mode de la loi | A < M < B",
+                                    ang = "Mode | A < M < B",
+                                    ),
+
+                         B = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne superieure du support de la loi | A < M < B",
+                                    ang = "Support upper bound | A < M < B",
+                                    ),
+
+   ), # Fin BLOC TRIANGULAR
+
+
+
+   TRUNCATEDNORMAL = BLOC ( condition = " Kind in ( 'TruncatedNormal', ) ",
+
+                             MuN = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = 1,
+                                          fr = "Parametre Mu de la loi",
+                                          ang = "Mu parameter",
+                                          ),
+
+                             SigmaN = SIMP ( statut = "o",
+                                             typ = "R",
+                                             max = 1,
+                                             val_min = 0.,
+                                             fr = "Parametre SigmaN de la loi | SigmaN > 0",
+                                             ang = "SigmaN parameter | SigmaN> 0",
+                                             ),
+
+                             A = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne inferieure de la loi | A < = B",
+                                        ang = "Lower bound | A < = B",
+                                        ),
+
+                             B = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne superieure de la loi | A < = B",
+                                        ang = "Upper bound | A < = B",
+                                        ),
+
+   ), # Fin BLOC TRUNCATEDNORMAL
+
+
+
+   UNIFORM = BLOC ( condition = " Kind in ( 'Uniform', ) ",
+
+                     A = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne inferieure du support de la loi | A < B",
+                                ang = "Support lower bound | A < B",
+                                ),
+
+                     B = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne superieure du support de la loi | A < B",
+                                ang = "Support upper bound | A < B",
+                                ),
+
+   ), # Fin BLOC UNIFORM
+
+
+
+   USERDEFINED = BLOC ( condition = " Kind in ( 'UserDefined', ) ",
+
+                           # Il faut definir une collection de couples ( x,p ) 
+                         Values = SIMP ( statut = 'o',
+                                         typ = 'R',
+                                         max = '**',
+                                         ),
+
+   ), # Fin BLOC USERDEFINED
+
+
+
+   WEIBULL = BLOC ( condition = " Kind in ( 'Weibull', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                          typ = "TXM",
+                                          max = 1,
+                                          into = ( "AlphaBeta", "MuSigma" ),
+                                          defaut = "AlphaBeta",
+                                          fr = "Parametrage de la loi weibull",
+                                          ang = "Weibull distribution parameter set",
+                                          ),
+
+                     AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                         Alpha = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                        ang = "Alpha parameter | Alpha > 0",
+                                                        ),
+
+                                         Beta = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Beta de la loi | Beta > 0",
+                                                       ang = "Beta parameter | Beta > 0",
+                                                       ),
+
+                                         ), # Fin BLOC AlphaBeta_Parameters
+
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                         Mu = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     fr = "Moyenne de la loi",
+                                                     ang = "Mean value",
+                                                     ),
+
+                                         Sigma = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Ecart type de la loi",
+                                                        ang = "Standard deviation",
+                                                        ),
+
+                                         ), # Fin BLOC MuSigma_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+    ), # Fin BLOC WEIBULL
+
+) # Fin OPER DISTRIBUTION
+# Ordre Catalogue DISTRIBUTION
+
+
+
+#================================
+# Definition du modele physique
+#================================
+
+
+DETERMINISTICVARIABLE = OPER ( nom = "DETERMINISTICVARIABLE",
+            sd_prod = variable,
+            op = None,
+            fr = "Variable deterministe",
+            ang = "Deterministic variable",
+            
+  N = SIMP ( statut = 'o',
+             typ = "TXM",
+             fr = "Nom",
+             ang = "Name",
+             ),
+            
+  T = SIMP ( statut = 'o',
+             defaut = "in",
+             into = ( "in" , "out", ),
+             typ = "TXM",
+             fr = "Type",
+             ang = "Type",
+             ),
+            
+  R = SIMP ( statut = 'o',
+             defaut = 0,
+             typ = "I",
+             fr = "Rang",
+             ang = "Rank",
+             ),
+            
+) # Fin OPER DETERMINISTICVARIABLE
+# Ordre Catalogue DETERMINISTICVARIABLE
+
+
+
+import opsOT
+MODEL = MACRO ( nom = "MODEL",
+                op = None,
+                UIinfo = { "groupes" : ( "Gestion du travail", ) },
+                fr = "Chargement du wrapper du modele physique",
+                ang = "Physical model wrapper load",
+                sd_prod = opsOT.INCLUDE,
+                op_init = opsOT.INCLUDE_context,
+                fichier_ini = 1,
+               
+  FileName = SIMP ( statut = "o",
+                    typ = "Fichier",
+                    fr = "Nom du modele physique",
+                    ang = "Physical model identifier",
+                    ),
+               
+) # Fin PROC MODEL
+# Ordre Catalogue MODEL
+
+
+
+
+VARIABLE = PROC ( nom = "VARIABLE",
+                  op = None,
+                  docu = "",
+                  fr = "Variable probabiliste",
+                  ang = "Probabilistic variable",
+
+  ModelVariable = SIMP ( statut = "o",
+                         typ = ( variable, ),
+                         ),
+
+  Distribution = SIMP ( statut = "o",
+                        typ = ( loi, ),
+                        ),
+                  
+) # Fin PROC VARIABLE
+# Ordre Catalogue VARIABLE
+
+
+CORRELATION = PROC ( nom = 'CORRELATION',
+                     op = None,
+                     docu = "",
+                     fr = "Correlation entre variables",
+                     ang = "Variable correlation",
+
+  Copula = SIMP ( statut = "o",
+                  typ = 'TXM',
+                  into = ( "Independent", "Normal" ),
+                  defaut = "Independent",
+                  fr = "Type de la copule",
+                  ang = "Copula kind",
+                  ),
+
+  Matrix = BLOC ( condition = "Copula in ( 'Normal', )",
+                  
+    CorrelationMatrix = SIMP ( statut = "o",
+                               typ = Matrice(nbLigs=None,
+                                             nbCols=None,
+                                             methodeCalculTaille='NbDeVariables',
+                                             valSup=1,
+                                             valMin=-1,
+                                             structure="symetrique"),
+                               fr = "Matrice de correlation entre les variables d'entree",
+                               ang = "Correlation matrix for input variables",
+                               ),
+  ), # Fin BLOC Matrix
+
+
+) # Fin PROC CORRELATION
+# Ordre Catalogue CORRELATION
+
+
+
+
+
+#================================
+# Definition de l'etude
+#================================
+
+# Nota : les variables de type PROC doivent etre en majuscules !
+CRITERIA = PROC ( nom = "CRITERIA",
+                  op = None,
+                  docu = "",
+                  fr = "Mise en donnee pour le fichier de configuration de OPENTURNS.",
+                  ang = "Writes the configuration file for OPENTURNS.",
+
+
+
+  Type = SIMP ( statut = "o",
+                typ = "TXM",
+                into = ( "Min/Max", "Central Uncertainty", "Threshold Exceedence" ),
+                fr = "Type d'Analyse",
+                ang = "Analysis",
+                ),
+
+
+
+
+
+
+
+  MinMax = BLOC ( condition = " Type in ( 'Min/Max', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Experiment Plane", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                  # UC 3.1.1
+                  ExperimentPlaneSettings = BLOC ( condition = " Method in ( 'Experiment Plane', ) ",
+
+                          ExperimentPlane = SIMP ( statut = "o",
+                                                   typ = "TXM",
+                                                   into = ( "Axial", "Factorial", "Composite", ),
+                                                   fr = "Methode",
+                                                   ang = "Method",
+                                                   ),
+
+                          Levels = SIMP ( statut = "o",
+                                          typ = "R",
+                                          val_min = 0.0,
+                                          max = '**',    
+                                          fr = "Nombre de niveaux dans chaque direction",
+                                          ang = "Levels in each direction",
+                                          ),
+
+                          # Scaled Vector
+                          UnitsPerDimension = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Unite par dimension (autant que de variables declarees)",
+                                          ang = "Units per dimension (as much as declared variables)",
+                                          ),
+
+                          # Translation Vector
+                          Center = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Unite par dimension",
+                                          ang = "Units per dimension",
+                                          ),
+
+                    ), # Fin BLOC ExperimentPlaneSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          SimulationsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                    ), # Fin BLOC RandomSamplingSettings
+
+                  Result = SIMP (  statut = "o",
+                                   typ = "TXM",
+                                   into = ( "Min/Max", ),
+                                   defaut = "Min/Max",
+                                   fr = "Le minimum et le maximum",
+                                   ang = "The min and max values",
+                                   ),
+
+
+  ), # Fin BLOC MinMax
+
+
+
+
+  CentralUncertainty = BLOC ( condition = " Type in ( 'Central Uncertainty', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Taylor Variance Decomposition", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                              
+                  # UC 3.2.
+                  TaylorVarianceDecompositionSettings = BLOC ( condition = " Method in ( 'Taylor Variance Decomposition', ) ",
+
+                      Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              MeanFirstOrder = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Moyenne au premier ordre",
+                                                ang = "MeanFirstOrder",
+                                                ),
+
+                              StandardDeviationFirstOrder = SIMP ( statut = "o",
+                                                                   typ = 'TXM',
+                                                                   into = ( 'yes', 'no' ),
+                                                                   defaut = 'yes',
+                                                                   max = 1,
+                                                                   fr = "Ecart-type au premier ordre",
+                                                                   ang = "StandardDeviationFirstOrder",
+                                                                   ),
+
+                              MeanSecondOrder = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'no',
+                                                       max = 1,
+                                                       fr = "Moyenne au second ordre",
+                                                       ang = "MeanSecondOrder",
+                                                       ),
+
+                              ImportanceFactor = SIMP ( statut = "o",
+                                                        typ = 'TXM',
+                                                        into = ( 'yes', 'no' ),
+                                                        defaut = 'yes',
+                                                        max = 1,
+                                                        fr = "Facteur d'importance pour variable de sortie scalaire",
+                                                        ang = "ImportanceFactor",
+                                                        ),
+                              ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC TaylorVarianceDecompositionSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          SimulationsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                       Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              EmpiricalMean = SIMP ( statut = "o",
+                                                     typ = 'TXM',
+                                                     into = ( 'yes', 'no' ),
+                                                     defaut = 'yes',
+                                                     max = 1,
+                                                     fr = "Moyenne empirique",
+                                                     ang = "Empirical mean",
+                                                     ),
+
+                              EmpiricalStandardDeviation = SIMP ( statut = "o",
+                                                                  typ = 'TXM',
+                                                                  into = ( 'yes', 'no' ),
+                                                                  defaut = 'yes',
+                                                                  max = 1,
+                                                                  fr = "Ecart-type empirique",
+                                                                  ang = "Empirical standard deviation",
+                                                                  ),
+
+                              EmpiricalQuantile = SIMP ( statut = "o",
+                                                         typ = 'TXM',
+                                                         into = ( 'yes', 'no' ),
+                                                         defaut = 'yes',
+                                                         max = 1,
+                                                         fr = "Quantile empirique",
+                                                         ang = "Empirical quantile",
+                                                         ),
+
+                              EmpiricalQuantileSettings = BLOC ( condition = " EmpiricalQuantile in ( 'yes', ) ",
+
+                                  EmpiricalQuantile_Order = SIMP ( statut = "o",
+                                                                   typ = 'R',
+                                                                   defaut = 0.95,
+                                                                   max = 1,
+                                                                   val_min = 0.0,
+                                                                   val_max = 1.0,
+                                                                   fr = "Ordre du quantile empirique",
+                                                                   ang = "Empirical quantile order",
+                                                                   ),
+
+                              ), # Fin BLOC EmpiricalQuantileSettings
+
+                              CorrelationAnalysis = SIMP ( statut = "o",
+                                                            typ = 'TXM',
+                                                            into = ( 'yes', 'no' ),
+                                                            defaut = 'yes',
+                                                            max = 1,
+                                                            fr = "Correlations analysees",
+                                                            ang = "Analysed correlations",
+                                                            ),
+
+                              KernelSmoothing = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Kernel smoothing de l'echantillon",
+                                                       ang = "Kernel smoothing of the sample",
+                                                       ),
+
+                              KernelSmoothingSettings = BLOC ( condition = " KernelSmoothing in ( 'yes', ) ",
+
+                                     KernelSmoothingDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique de la reconstruction a noyau",
+                                                                              ang = "Kernel Smoothing Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC KernelSmoothingSettings
+                                      
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC RandomSamplingSettings
+
+  ), # Fin BLOC CentralUncertainty
+
+
+
+
+  ThresholdExceedence = BLOC ( condition = " Type in ( 'Threshold Exceedence', ) ",
+
+         Event =  FACT ( statut = "o",
+                         min = 1,
+                         max = 1,
+
+                         Threshold = SIMP ( statut = "o",
+                                            typ = "R",
+                                            max = 1,
+                                            fr = "Le seuil de defaillance",
+                                            ang = "Failure threshold",
+                                            ),
+
+                         ComparisonOperator = SIMP ( statut = "o",
+                                                     typ = "TXM",
+                                                     max = 1,
+                                                     into = ( "Less", "LessOrEqual", "Equal", "GreaterOrEqual", "Greater" ),
+                                                     fr = "Que faut-il ne pas depasser : un maximum ou un minimum",
+                                                     ang = "What is the failure threshold : maximum or minimum",
+                                                     ),
+         ), # Fin FACT Event
+                         
+
+         Method = SIMP ( statut = "o",
+                         typ = "TXM",
+                         into = ( "Simulation", "FORM_SORM" ),
+                         fr = "Methode",
+                         ang = "Method",
+                         ),
+
+         SimulationSettings = BLOC ( condition = " Method in ( 'Simulation', ) ",
+
+               Algorithm = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "MonteCarlo", "LHS", "ImportanceSampling" ),
+                                  fr = "Algorithme de simulation",
+                                  ang = "Simulation algorithm",
+                                  ),
+
+                                 
+               RandomGenerator = FACT ( statut = "o",
+                                        min = 1,
+                                        max = 1,
+
+                           SeedToBeSet = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'no',
+                                                max = 1,
+                                                fr = "La racine du generateur aleatoire doit-elle etre positionnee ?",
+                                                ang = "Does the random generator seed need to be set ?",
+                                                ),
+
+                           SeedSettings = BLOC ( condition = " SeedToBeSet in ( 'yes', ) ",
+
+                                                 RandomGeneratorSeed = SIMP ( statut = "o",
+                                                                              typ = "I",
+                                                                              max = 1,
+                                                                              fr = "Racine du generateur aleatoire",
+                                                                              ang = "Random generator seed",
+                                                                              ),
+
+                                               ), # Fin BLOC SeedSettings
+
+               ), # Fin FACT RandomGenerator
+
+
+               BlockSize = SIMP ( statut = "o",
+                                  typ = "I",
+                                  max = 1,
+                                  val_min = 1,
+                                  defaut = 1,
+                                  fr = "Nombre de calculs realises en bloc",
+                                  ang = "Number of computations as a block",
+                                  ),
+
+               MaximumOuterSampling = SIMP ( statut = "o",
+                                             typ = "I",
+                                             max = 1,
+                                             val_min = 1,
+                                             fr = "Maximum d'iterations externes",
+                                             ang = "Maximum outer Sampling value",
+                                             ),
+
+               MaximumCoefficientOfVariation = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      defaut = 0.1,
+                                                      val_min = 0.0,
+                                                      val_max = 1.0,
+                                                      fr = " maximum ...",
+                                                      ang = "Absolute maximum ...."
+                                                      ),
+
+               ImportanceSamplingSettings = BLOC ( condition = " Algorithm in ( 'ImportanceSampling', ) ",
+
+                            MeanVector = SIMP ( statut = "o",
+                                                typ = "R",
+                                                max = "**",
+                                                fr = "Moyenne",
+                                                ang = "Mean vector",
+                                                ),
+
+                            Correlation = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'Independent', 'Linear' ),
+                                                 defaut = 'Independent',
+                                                 max = 1,
+                                                 fr = "Le type de correlation entre les variables",
+                                                 ang = "Correlation between variables",
+                                                 ),
+
+               ), # Fin BLOC ImportanceSamplingSettings
+
+               Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    StandardDeviation = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Ecart type",
+                                         ang = "Standard deviation",
+                                         ),
+
+                    ConfidenceInterval = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Intervale de confiance",
+                                                ang = "Confidence interval",
+                                                ),
+
+                    ConfidenceIntervalSettings = BLOC ( condition = " ConfidenceInterval in ( 'yes', ) ",
+
+                          Level = SIMP ( statut = "o",
+                                         typ = 'R',
+                                         defaut = 0.9,
+                                         max = 1,
+                                         val_min = 0.0,
+                                         val_max = 1.0,
+                                         fr = "Niveau de confiance",
+                                         ang = "Confidence level",
+                                         ),
+                                                     
+                    ), # Fin BLOC ConfidenceIntervalSettings
+                               
+                    VariationCoefficient = SIMP ( statut = "o",
+                                                  typ = 'TXM',
+                                                  into = ( 'yes', 'no' ),
+                                                  defaut = 'yes',
+                                                  max = 1,
+                                                  fr = "Coefficient de variation",
+                                                  ang = "Coefficient of variation",
+                                                  ),
+
+                    SimulationsNumber = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Nombre d'iterations",
+                                             ang = "Iteration number",
+                                             ),
+
+                    ConvergenceGraph = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Graphe de convergence",
+                                             ang = "Convergence graph",
+                                             ),
+                               
+                    ConvergenceGraphSettings = BLOC ( condition = " ConvergenceGraph in ( 'yes', ) ",
+
+                                     ConvergenceDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique de la convergence",
+                                                                         ang = "Convergence Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC ConvergenceGraphSettings
+                                      
+             ), # Fin FACT Result
+                                                               
+
+
+         ), # Fin BLOC SimulationSettings
+
+
+                               
+         FORM_SORMSettings = BLOC ( condition = " Method in ( 'FORM_SORM', ) ",
+
+                Approximation = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       defaut = "FirstOrder",
+                                       into = ( "FirstOrder", "SecondOrder" ),
+                                       max = 1,
+                                       fr = "Approximation",
+                                       ang = "Approximation",
+                                       ),
+
+                OptimizationAlgorithm = SIMP ( statut = "o",
+                                               typ = "TXM",
+                                               defaut = "Cobyla",
+                                               into = ( "Cobyla", "AbdoRackwitz" ),
+                                               max = 1,
+                                               fr = "Methode d'optimisation",
+                                               ang = "Optimization method",
+                                               ),
+
+                                     
+                PhysicalStartingPoint = SIMP ( statut = "f",
+                                               typ = "R",
+                                               max = "**",
+                                               fr = "Point de demarrage de l'algorithme iteratif",
+                                               ang = "Initial point for iterative process",
+                                               ),
+
+                MaximumIterationsNumber = SIMP ( statut = "f",
+                                                 typ = "I",
+                                                 max = 1,
+                                                 val_min = 1,
+                                                 fr = "Nombre maximum d'iterations",
+                                                 ang = "Maximum number of iterations",
+                                                 ),
+
+                                     
+                MaximumAbsoluteError = SIMP ( statut = "o",
+                                              typ = "R",
+                                              max = 1,
+                                              defaut = 1E-4,
+                                              val_min = 0.0,
+                                              fr = "Distance maximum absolue entre 2 iterations successives",
+                                              ang = "Absolute maximum distance between 2 successive iterates",
+                                              ),
+
+                MaximumRelativeError = SIMP ( statut = "o",
+                                               typ = "R",
+                                               max = 1,
+                                               defaut = 1E-4,
+                                               val_min = 0.0,
+                                               fr = "Distance maximum relative entre 2 iterations successives",
+                                               ang = "Relative maximum distance between 2 successive iterates",
+                                               ),
+                                     
+                MaximumConstraintError = SIMP ( statut = "o",
+                                                typ = "R",
+                                                max = 1,
+                                                defaut = 1E-4,
+                                                val_min = 0.0,
+                                                fr = "Valeur maximum absolue de la fonction moins la valeur du niveau",
+                                                ang = "Maximum absolute value of the constraint function minus the level value",
+                                                ),
+
+                ImportanceSampling = SIMP ( statut = "o",
+                                            typ = 'TXM',
+                                            into = ( 'yes', 'no' ),
+                                            defaut = 'no',
+                                            max = 1,
+                                            fr = "Tirage d'importance au point de conception",
+                                            ang = "Importance sampling at design point",
+                                            ),
+
+                FORMResult = BLOC ( condition = " Approximation in ( 'FirstOrder', ) ",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    HasoferReliabilityIndex = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Indice de fiabilite",
+                                                 ang = "Reliability index",
+                                                 ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'yes',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "Importance factor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            FORMEventProbabilitySensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            FORMEventProbabilitySensitivitySettings = BLOC ( condition = " FORMEventProbabilitySensitivity in ( 'yes', ) ",
+
+                                     FORMEventProbabilitySensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FORMEventProbabilitySensitivitySettings
+                                      
+                            HasoferReliabilityIndexSensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            HasoferReliabilityIndexSensitivitySettings = BLOC ( condition = " HasoferReliabilityIndexSensitivity in ( 'yes', ) ",
+
+                                     HasoferReliabilityIndexSensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FHasoferReliabilityIndexSensitivitySettings
+                                      
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC FORMResult
+
+
+                SORMResult = BLOC ( condition = " Approximation in ( 'SecondOrder', ) ",
+
+
+                    TvedtApproximation = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'no',
+                                                max = 1,
+                                                fr = "Approximation de Tvedt",
+                                                ang = "Tvedt approximation",
+                                                ),
+
+                    HohenBichlerApproximation = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'no',
+                                                       max = 1,
+                                                       fr = "Approximation de HohenBichler",
+                                                       ang = "HohenBichler approximation",
+                                                       ),
+
+                    BreitungApproximation = SIMP ( statut = "o",
+                                                   typ = 'TXM',
+                                                   into = ( 'yes', 'no' ),
+                                                   defaut = 'no',
+                                                   max = 1,
+                                                   fr = "Approximation de Breitung",
+                                                   ang = "Breitung approximation",
+                                                   ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'yes',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "Importance factor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            HasoferReliabilityIndexSensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+                                                                 
+                            HasoferReliabilityIndexSensitivitySettings = BLOC ( condition = " HasoferReliabilityIndexSensitivity in ( 'yes', ) ",
+
+                                     HasoferReliabilityIndexSensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FHasoferReliabilityIndexSensitivitySettings
+                                      
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC SecondOrder
+
+
+                                     
+        ), # Fin BLOC FORM_SORMSettings
+
+
+                               
+  ), # Fin BLOC ThresholdExceedence
+
+
+
+) # Fin PROC CRITERIA
+# Ordre Catalogue CRITERIA
+
+
+
+
+
+
+
diff --git a/Openturns_Study/OpenTURNS_Cata_Study_V8.py b/Openturns_Study/OpenTURNS_Cata_Study_V8.py
new file mode 100644 (file)
index 0000000..6f8bb6c
--- /dev/null
@@ -0,0 +1,1718 @@
+# -*- coding: utf-8 -*-
+
+# --------------------------------------------------
+# debut entete
+# --------------------------------------------------
+
+#from Accas import ASSD, JDC_CATA, AU_MOINS_UN, PROC, SIMP, FACT, OPER, MACRO, BLOC, A_VALIDATOR
+from Accas import *
+
+class loi      ( ASSD ) : pass
+class variable ( ASSD ) : pass
+
+import types
+class Tuple:
+  def __init__(self,ntuple):
+    self.ntuple=ntuple
+
+  def __convert__(self,valeur):
+    if type(valeur) == types.StringType:
+      return None
+    if len(valeur) != self.ntuple:
+      return None
+    return valeur
+
+  def info(self):
+    return "Tuple de %s elements" % self.ntuple
+
+  __repr__=info
+  __str__=info
+
+class Matrice:
+  def __init__(self,nbLigs=None,nbCols=None,methodeCalculTaille=None,formatSortie="ligne",valSup=None,valMin=None,structure=None):
+      self.nbLigs=nbLigs
+      self.nbCols=nbCols
+      self.methodeCalculTaille=methodeCalculTaille
+      self.formatSortie=formatSortie
+      self.valSup=valSup
+      self.valMin=valMin
+      self.structure=structure
+
+  def __convert__(self,valeur):
+    # Attention ne verifie pas grand chose
+    if type(valeur) != types.ListType :
+      return None
+    return valeur
+
+  def info(self):
+      return "Matrice %s x %s" % (self.nbLigs, self.nbCols)
+
+      __repr__=info
+      __str__=info
+
+
+#CONTEXT.debug = 1
+JdC = JDC_CATA ( code = 'OPENTURNS_STUDY',
+                 execmodul = None,
+                 regles = ( AU_MOINS_UN ( 'CRITERIA' ),
+                            AU_MOINS_UN ( 'MODEL' ),
+                            AVANT ( ('DISTRIBUTION', 'MODEL'), 'VARIABLE' ),
+#                            A_CLASSER ( 'VARIABLE',                'CORRELATION' ),
+#                            A_CLASSER ( 'VARIABLE',                'CRITERIA' ),
+#                            A_CLASSER ( 'CORRELATION',             'CRITERIA' ),
+                            ),
+                 ) # Fin JDC_CATA
+
+
+# --------------------------------------------------
+# fin entete
+# --------------------------------------------------
+
+LOG = PROC ( nom = "LOG",
+             op = None,
+             docu = "",
+               
+  DebugMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de debug de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  WrapperMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de wrapper de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  UserMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de user de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library user level print",
+                 ),
+               
+  InfoMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de info de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library info level print",
+                 ),
+               
+  WarningMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de warning de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library warning level print",
+                 ),
+               
+  ErrorMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de error de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library error level print",
+                 ),
+               
+) # Fin PROC LOG
+# Ordre Catalogue LOG
+
+
+
+
+
+#================================
+# Definition des LOIS
+#================================
+
+# Nota : les variables de type OPER doivent etre en majuscules !
+# Nota : les variables de type OPER doivent etre de premier niveau (pas imbriquees dans un autre type)
+DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
+                      sd_prod = loi,
+                      op = 68,
+                      fr = "Definitions des lois marginales utilisees par les variables d'entree", 
+                      
+                      
+#====
+# Type de distribution
+#====
+
+  Kind = SIMP ( statut = "o", typ = "TXM",
+                into = ( "Beta",
+                         "Exponential",
+                         "Gamma",
+                         "Geometric",
+                         "Gumbel",
+                         "Histogram",
+                         "Laplace",
+                         "Logistic",
+                         "LogNormal",
+                         "MultiNomial",
+                         "NonCentralStudent",
+                         "Normal",
+                         "Poisson",
+                         "Rayleigh",
+                         "Student",
+                         "Triangular",
+                         "TruncatedNormal",
+                         "Uniform",
+                         #"UserDefined",
+                         "Weibull",
+                         ),
+                fr = "Choix du type de la loi marginale",
+                ang = "1D marginal distribution",
+                ),
+
+#====
+# Definition des parametres selon le type de la loi
+#====
+
+  BETA = BLOC ( condition = " Kind in ( 'Beta', ) ",
+
+                  Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "RT", "MuSigma" ),
+                                       defaut = "RT",
+                                       fr = "Parametrage de la loi beta",
+                                       ang = "Beta distribution parameter set",
+                                       ),
+
+                  RT_Parameters = BLOC ( condition = " Settings in ( 'RT', ) ",
+
+                                      R = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre R de la loi | R > 0",
+                                                 ang = "R parameter | R > 0",
+                                                 ),
+
+                                      # T > R
+                                      T = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre T de la loi | T > R",
+                                                 ang = "T parameter | T > R",
+                                                 ),
+
+                                      ), # Fin BLOC RT_Parameters
+
+
+                  MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                      Mu = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  fr = "Moyenne de la loi",
+                                                  ang = "Mean value",
+                                                  ),
+
+                                      Sigma = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     val_min = 0.,
+                                                     fr = "Ecart type de la loi",
+                                                     ang = "Standard deviation",
+                                                     ),
+
+                                      ), # Fin BLOC MuSigma_Parameters
+
+
+                  A = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Borne inferieure du support de la loi",
+                             ang = "Support lower bound",
+                             ),
+
+                  # B > A
+                  B = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Borne superieure du support de la loi",
+                             ang = "Support upper bound",
+                             ),
+
+  ), # Fin BLOC BETA
+
+
+
+  EXPONENTIAL = BLOC ( condition = " Kind in ( 'Exponential', ) ",
+
+                         Lambda = SIMP ( statut = "o",
+                                         typ = "R",
+                                         max = 1,
+                                         val_min = 0.,
+                                         fr = "Parametre Lambda | Lambda > 0",
+                                         ang = "Lambda parameter | Lambda > 0",
+                                         ),
+
+                         Gamma = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne inferieure du support de la loi",
+                                        ang = "Support lower bound",
+                                        ),
+
+  ), # Fin BLOC EXPONENTIAL
+
+
+
+  GAMMA = BLOC ( condition = " Kind in ( 'Gamma', ) ",
+
+                   Settings = SIMP ( statut = "o",
+                                        typ = "TXM",
+                                        max = 1,
+                                        into = ( "KLambda", "MuSigma" ),
+                                        defaut = "KLambda",
+                                        fr = "Parametrage de la loi gamma",
+                                        ang = "Gamma distribution parameter set",
+                                        ),
+
+                   KLambda_Parameters = BLOC ( condition = " Settings in ( 'KLambda', ) ",
+
+                                       K = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  val_min = 0.,
+                                                  fr = "Parametre K de la loi | K > 0",
+                                                  ang = "K parameter | K > 0",
+                                                  ),
+
+                                       Lambda = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Lambda de la loi | Lambda > 0",
+                                                       ang = "Lambda parameter | Lambda > 0",
+                                                       ),
+
+                                       ), # Fin BLOC KLambda_Parameters
+
+
+                   MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                       Mu = SIMP ( statut = "o",
+                                                   typ = "R",
+                                                   max = 1,
+                                                   fr = "Moyenne de la loi",
+                                                   ang = "Mean value",
+                                                   ),
+
+                                       Sigma = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      val_min = 0.,
+                                                      fr = "Ecart type de la loi",
+                                                      ang = "Standard deviation",
+                                                      ),
+
+                                       ), # Fin BLOC MuSigma_Parameters
+
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Borne inferieure du supoport de la loi",
+                                  ang = "Support lower bound",
+                                  ),
+
+
+  ), # Fin BLOC GAMMA
+
+
+
+  GEOMETRIC = BLOC ( condition = " Kind in ( 'Geometric', ) ",
+
+                       P = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  val_max = 1.,
+                                  fr = "Parametre P | 0 < P < 1",
+                                  ang = "P parameter | 0 < P < 1",
+                                  ),
+
+  ), # Fin BLOC GEOMETRIC
+
+
+
+  GUMBEL = BLOC ( condition = " Kind in ( 'Gumbel', ) ",
+
+                    Settings = SIMP ( statut = "o",
+                                         typ = "TXM",
+                                         max = 1,
+                                         into = ( "AlphaBeta", "MuSigma" ),
+                                         defaut = "AlphaBeta",
+                                         fr = "Parametrage de la loi gumbel",
+                                         ang = "Gumbel distribution parameter set",
+                                         ),
+
+                    AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                        Alpha = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                       ang = "Alpha parameter | Alpha > 0",
+                                                       ),
+
+                                        Beta = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      fr = "Parametre Beta de la loi",
+                                                      ang = "Beta parameter",
+                                                      ),
+
+                                        ), # Fin BLOC AlphaBeta_Parameters
+
+
+                    MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                        Mu = SIMP ( statut = "o",
+                                                    typ = "R",
+                                                    max = 1,
+                                                    fr = "Moyenne de la loi",
+                                                    ang = "Mean value",
+                                                    ),
+
+                                        Sigma = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Ecart type de la loi",
+                                                       ang = "Standard deviation",
+                                                       ),
+
+                                        ), # Fin BLOC MuSigma_Parameters
+
+  ), # Fin BLOC GUMBEL
+
+
+
+  HISTOGRAM = BLOC ( condition = " Kind in ( 'Histogram', ) ",
+
+                       First = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du supoport de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+                       # Il faut definir une collection de couples ( x,p ) 
+                       Values = SIMP ( statut = 'o',
+                                       typ = Tuple(2),
+                                       max = '**',
+                                       fr = "Liste de couples : largeur de classe, hauteur de classe",
+                                       ang = "Class bandwidth, class height couple list",
+                                       validators=VerifTypeTuple(('R','R')),
+                                       ),
+
+  ), # Fin BLOC HISTOGRAM
+
+
+
+  LAPLACE = BLOC ( condition = " Kind in ( 'Laplace', ) ",
+
+                   Lambda = SIMP ( statut = "o",
+                                   typ = "R",
+                                   max = 1,
+                                   val_min = 0.,
+                                   fr = "Parametre Lambda | Lambda > 0",
+                                   ang = "Lambda parameter | Lambda > 0",
+                                   ),
+                   
+                   Mu = SIMP ( statut = "o",
+                               typ = "R",
+                               max = 1,
+                               fr = "Moyenne de la loi",
+                               ang = "Mean value",
+                              ),
+
+  ), # Fin BLOC LAPLACE
+
+  LOGNORMAL = BLOC ( condition = " Kind in ( 'LogNormal', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "MuSigmaLog", "MuSigma", "MuSigmaOverMu" ),
+                                       defaut = "MuSigmaLog",
+                                       fr = "Parametrage de la loi lognormale",
+                                       ang = "Lognormal distribution parameter set",
+                                       ),
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Moyenne de la loi",
+                                                             ang = "Mean value",
+                                                             ),
+
+                                                 Sigma = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Ecart type de la loi",
+                                                                ang = "Standard deviation",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigma_Parameters
+
+                     MuSigmaOverMu_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaOverMu', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Moyenne de la loi",
+                                                             ang = "Mean value",
+                                                             ),
+
+                                                 SigmaOverMu = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Rapport ecart type / moyenne de la loi",
+                                                                ang = "Standard deviation / mean value ratio",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigmaOverMu_Parameters
+
+                     MuSigmaLog_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaLog', ) ",
+
+                                                    MuLog = SIMP ( statut = "o",
+                                                                   typ = "R",
+                                                                   max = 1,
+                                                                   fr = "Moyenne du log",
+                                                                   ang = "Log mean value",
+                                                                   ),
+
+                                                    SigmaLog = SIMP ( statut = "o",
+                                                                      typ = "R",
+                                                                      max = 1,
+                                                                      val_min = 0.,
+                                                                      fr = "Ecart type du log",
+                                                                      ang = "Log standard deviation",
+                                                                      ),
+                                            
+                                                    ), # Fin BLOC MuSigmaLog_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+   ), # Fin BLOC LOGNORMAL
+
+
+
+   LOGISTIC = BLOC ( condition = " Kind in ( 'Logistic', ) ",
+
+                       Alpha = SIMP ( statut = "o",
+                                      typ = "R",
+                                      max = 1,
+                                      fr = "Borne inferieure du supoport de la loi",
+                                      ang = "Support lower bound",
+                                      ),
+
+                       Beta = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Beta de la loi | Beta > 0",
+                                     ang = "Beta parameter | Beta > 0",
+                                     ),
+
+   ), # Fin BLOC LOGISTIC
+
+
+
+   MULTINOMIAL = BLOC ( condition = " Kind in ( 'MultiNomial', ) ",
+                         
+                         N = SIMP ( statut = "o",
+                                    typ = "I",
+                                    max = 1,
+                                    fr = "Parametre N de la loi | N > 0",
+                                    ang = "N parameter | N > 0",
+                                    ),
+
+                       # Il faut definir une collection de couples ( x,p ) 
+                       Values = SIMP ( statut = 'o',
+                                       typ = "R",
+                                       max = '**',
+                                       fr = "Liste de probabilités",
+                                       ang = "Probability list",
+                                       validators=VerifTypeTuple(('R','R')),
+                                       ),
+
+   ), # Fin BLOC MULTINOMIAL
+
+
+  NONCENTRALSTUDENT = BLOC ( condition = " Kind in ( 'NonCentralStudent', ) ",
+
+                   Nu = SIMP ( statut = "o",
+                               typ = "R",
+                               max = 1,
+                               fr = "Parametre Nu de la loi | Nu > 0",
+                               ang = "Nu parameter | Nu > 0",
+                              ),
+
+                   Delta = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Delta de la loi | Delta > 0",
+                                  ang = "Delta parameter | Delta > 0",
+                                  ),
+                   
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Gamma de centrage de la loi",
+                                  ang = "Gamma parameter",
+                                  ),
+
+  ), # Fin BLOC NONCENTRALSTUDENT
+
+
+   NORMAL = BLOC ( condition = " Kind in ( 'Normal', ) ",
+
+                    Mu = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Moyenne de la loi",
+                                ang = "Mean value",
+                                ),
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  fr = "Ecart type de la loi",
+                                  ang = "Standard deviation",
+                                  ),
+
+   ), # Fin BLOC NORMAL
+
+
+
+   POISSON = BLOC ( condition = " Kind in ( 'Poisson', ) ",
+
+                     Lambda = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Lambda de la loi | Lambda > 0",
+                                     ang = "Lambda parameter | Lambda > 0",
+                                     ),
+
+   ), # Fin BLOC POISSON
+
+
+
+  RAYLEIGH = BLOC ( condition = " Kind in ( 'Rayleigh', ) ",
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Sigma de la loi | Sigma > 0",
+                                  ang = "Sigma parameter | Sigma > 0",
+                                  ),
+
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Borne inferieure du support de la loi",
+                                  ang = "Support lower bound",
+                                  ),
+ ), # Fin BLOC RAYLEIGH
+
+
+   STUDENT = BLOC ( condition = " Kind in ( 'Student', ) ",
+
+                     Mu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 fr = "Parametre Mu de la loi",
+                                 ang = "Mu parameter",
+                                 ),
+
+                     Nu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 val_min = 2.,
+                                 fr = "Parametre Nu de la loi | Nu > 2",
+                                 ang = "Nu parameter | Nu > 2",
+                                 ),
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Sigma de la loi",
+                                  ang = "Sigma parameter",
+                                  ),
+
+   ), # Fin BLOC STUDENT
+
+
+
+   TRIANGULAR = BLOC ( condition = " Kind in ( 'Triangular', ) ",
+
+                         A = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi | A < M < B",
+                                    ang = "Support lower bound | A < M < B",
+                                    ),
+
+                         M = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Mode de la loi | A < M < B",
+                                    ang = "Mode | A < M < B",
+                                    ),
+
+                         B = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne superieure du support de la loi | A < M < B",
+                                    ang = "Support upper bound | A < M < B",
+                                    ),
+
+   ), # Fin BLOC TRIANGULAR
+
+
+
+   TRUNCATEDNORMAL = BLOC ( condition = " Kind in ( 'TruncatedNormal', ) ",
+
+                             MuN = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = 1,
+                                          fr = "Moyenne de la loi Normale non tronquée",
+                                          ang = "Mean value of the associated non truncated normal distribution",
+                                          ),
+
+                             SigmaN = SIMP ( statut = "o",
+                                             typ = "R",
+                                             max = 1,
+                                             val_min = 0.,
+                                             fr = "Ecart-type de la loi Normale non tronquée",
+                                             ang = "Standard deviation of the associated non truncated normal distribution",
+                                             ),
+
+                             A = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne inferieure de la loi | A < B",
+                                        ang = "Lower bound | A < B",
+                                        ),
+
+                             B = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne superieure de la loi | A < B",
+                                        ang = "Upper bound | A < B",
+                                        ),
+
+   ), # Fin BLOC TRUNCATEDNORMAL
+
+
+
+   UNIFORM = BLOC ( condition = " Kind in ( 'Uniform', ) ",
+
+                     A = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne inferieure du support de la loi | A < B",
+                                ang = "Support lower bound | A < B",
+                                ),
+
+                     B = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne superieure du support de la loi | A < B",
+                                ang = "Support upper bound | A < B",
+                                ),
+
+   ), # Fin BLOC UNIFORM
+
+
+
+   USERDEFINED = BLOC ( condition = " Kind in ( 'UserDefined', ) ",
+
+                           # Il faut definir une collection de couples ( x,p ) 
+                         Values = SIMP ( statut = 'o',
+                                         typ = 'R',
+                                         max = '**',
+                                         ),
+
+   ), # Fin BLOC USERDEFINED
+
+
+
+   WEIBULL = BLOC ( condition = " Kind in ( 'Weibull', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                          typ = "TXM",
+                                          max = 1,
+                                          into = ( "AlphaBeta", "MuSigma" ),
+                                          defaut = "AlphaBeta",
+                                          fr = "Parametrage de la loi weibull",
+                                          ang = "Weibull distribution parameter set",
+                                          ),
+
+                     AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                         Alpha = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                        ang = "Alpha parameter | Alpha > 0",
+                                                        ),
+
+                                         Beta = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Beta de la loi | Beta > 0",
+                                                       ang = "Beta parameter | Beta > 0",
+                                                       ),
+
+                                         ), # Fin BLOC AlphaBeta_Parameters
+
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                         Mu = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     fr = "Moyenne de la loi",
+                                                     ang = "Mean value",
+                                                     ),
+
+                                         Sigma = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Ecart type de la loi",
+                                                        ang = "Standard deviation",
+                                                        ),
+
+                                         ), # Fin BLOC MuSigma_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure du support de la loi",
+                                    ang = "Support lower bound",
+                                    ),
+
+    ), # Fin BLOC WEIBULL
+
+) # Fin OPER DISTRIBUTION
+# Ordre Catalogue DISTRIBUTION
+
+
+
+#================================
+# Definition du modele physique
+#================================
+
+
+DETERMINISTICVARIABLE = OPER ( nom = "DETERMINISTICVARIABLE",
+            sd_prod = variable,
+            op = None,
+            fr = "Variable deterministe",
+            ang = "Deterministic variable",
+            
+  N = SIMP ( statut = 'o',
+             typ = "TXM",
+             fr = "Nom",
+             ang = "Name",
+             ),
+            
+  T = SIMP ( statut = 'o',
+             defaut = "in",
+             into = ( "in" , "out", ),
+             typ = "TXM",
+             fr = "Type",
+             ang = "Type",
+             ),
+            
+  R = SIMP ( statut = 'o',
+             defaut = 0,
+             typ = "I",
+             fr = "Rang",
+             ang = "Rank",
+             ),
+            
+) # Fin OPER DETERMINISTICVARIABLE
+# Ordre Catalogue DETERMINISTICVARIABLE
+
+
+
+import opsOT
+MODEL = MACRO ( nom = "MODEL",
+                op = None,
+                UIinfo = { "groupes" : ( "Gestion du travail", ) },
+                fr = "Chargement du wrapper du modele physique",
+                ang = "Physical model wrapper load",
+                sd_prod = opsOT.INCLUDE,
+                op_init = opsOT.INCLUDE_context,
+                fichier_ini = 1,
+               
+  FileName = SIMP ( statut = "o",
+                    typ = "Fichier",
+                    fr = "Nom du modele physique",
+                    ang = "Physical model identifier",
+                    ),
+               
+) # Fin PROC MODEL
+# Ordre Catalogue MODEL
+
+
+
+
+VARIABLE = PROC ( nom = "VARIABLE",
+                  op = None,
+                  docu = "",
+                  fr = "Variable probabiliste",
+                  ang = "Probabilistic variable",
+
+  ModelVariable = SIMP ( statut = "o",
+                         typ = ( variable, ),
+                         fr = "Variable d'entrée du modèle",
+                         ang = "Input variable of the model",
+                         ),
+
+  Distribution = SIMP ( statut = "o",
+                        typ = ( loi, ),
+                        fr = "Modélisation probabiliste",
+                        ang = "Probabilistic modelisation",
+                        ),
+                  
+) # Fin PROC VARIABLE
+# Ordre Catalogue VARIABLE
+
+
+CORRELATION = PROC ( nom = 'CORRELATION',
+                     op = None,
+                     docu = "",
+                     fr = "Correlation entre variables",
+                     ang = "Variable correlation",
+
+  Copula = SIMP ( statut = "o",
+                  typ = 'TXM',
+                  into = ( "Independent", "Normal" ),
+                  defaut = "Independent",
+                  fr = "Type de la copule",
+                  ang = "Copula kind",
+                  ),
+
+  Matrix = BLOC ( condition = "Copula in ( 'Normal', )",
+                  
+    CorrelationMatrix = SIMP ( statut = "o",
+                               typ = Matrice(nbLigs=None,
+                                             nbCols=None,
+                                             methodeCalculTaille='NbDeVariables',
+                                             valSup=1,
+                                             valMin=-1,
+                                             structure="symetrique"),
+                               fr = "Matrice de correlation entre les variables d'entree",
+                               ang = "Correlation matrix for input variables",
+                               ),
+  ), # Fin BLOC Matrix
+
+
+) # Fin PROC CORRELATION
+# Ordre Catalogue CORRELATION
+
+
+
+
+
+#================================
+# Definition de l'etude
+#================================
+
+# Nota : les variables de type PROC doivent etre en majuscules !
+CRITERIA = PROC ( nom = "CRITERIA",
+                  op = None,
+                  docu = "",
+                  fr = "Critère de l'étude d'incertitudes",
+                  ang = "Uncertainty study criteria",
+
+
+
+  Type = SIMP ( statut = "o",
+                typ = "TXM",
+                into = ( "Min/Max", "Central Uncertainty", "Threshold Exceedence" ),
+                fr = "Type du critère",
+                ang = "Criteria type",
+                ),
+
+
+
+
+
+
+
+  MinMax = BLOC ( condition = " Type in ( 'Min/Max', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Experiment Plane", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                  # UC 3.1.1
+                  ExperimentPlaneSettings = BLOC ( condition = " Method in ( 'Experiment Plane', ) ",
+
+                          ExperimentPlane = SIMP ( statut = "o",
+                                                   typ = "TXM",
+                                                   into = ( "Axial", "Factorial", "Composite", ),
+                                                   fr = "Type du plan d'expérience",
+                                                   ang = "Experiment plane type",
+                                                   ),
+
+                          Levels = SIMP ( statut = "o",
+                                          typ = "R",
+                                          val_min = 0.0,
+                                          max = '**',    
+                                          fr = "Liste de niveaux dans chaque direction",
+                                          ang = "Levels in each direction",
+                                          ),
+
+                          # Scaled Vector
+                          UnitPerDimension = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Unité par dimension (autant que de variables declarées)",
+                                          ang = "Units per dimension (as much as declared variables)",
+                                          ),
+
+                          # Translation Vector
+                          Center = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Centre du plan d'expérience",
+                                          ang = "Experiment plan center",
+                                          ),
+
+                    ), # Fin BLOC ExperimentPlaneSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          SimulationsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                    ), # Fin BLOC RandomSamplingSettings
+
+                  Result = SIMP (  statut = "o",
+                                   typ = "TXM",
+                                   into = ( "Min/Max", ),
+                                   defaut = "Min/Max",
+                                   fr = "Le minimum et le maximum de la variable d'intérêt",
+                                   ang = "The min and max values",
+                                   ),
+
+
+  ), # Fin BLOC MinMax
+
+
+
+
+  CentralUncertainty = BLOC ( condition = " Type in ( 'Central Uncertainty', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Taylor Variance Decomposition", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                              
+                  # UC 3.2.
+                  TaylorVarianceDecompositionSettings = BLOC ( condition = " Method in ( 'Taylor Variance Decomposition', ) ",
+
+                      Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              MeanFirstOrder = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Moyenne au premier ordre",
+                                                ang = "MeanFirstOrder",
+                                                ),
+
+                              StandardDeviationFirstOrder = SIMP ( statut = "o",
+                                                                   typ = 'TXM',
+                                                                   into = ( 'yes', 'no' ),
+                                                                   defaut = 'yes',
+                                                                   max = 1,
+                                                                   fr = "Ecart-type au premier ordre",
+                                                                   ang = "StandardDeviationFirstOrder",
+                                                                   ),
+
+                              MeanSecondOrder = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'no',
+                                                       max = 1,
+                                                       fr = "Moyenne au second ordre",
+                                                       ang = "MeanSecondOrder",
+                                                       ),
+
+                              ImportanceFactor = SIMP ( statut = "o",
+                                                        typ = 'TXM',
+                                                        into = ( 'yes', 'no' ),
+                                                        defaut = 'yes',
+                                                        max = 1,
+                                                        fr = "Facteur d'importance pour variable de sortie scalaire",
+                                                        ang = "ImportanceFactor",
+                                                        ),
+                              ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC TaylorVarianceDecompositionSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          SimulationsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                       Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              EmpiricalMean = SIMP ( statut = "o",
+                                                     typ = 'TXM',
+                                                     into = ( 'yes', 'no' ),
+                                                     defaut = 'yes',
+                                                     max = 1,
+                                                     fr = "Moyenne empirique",
+                                                     ang = "Empirical mean",
+                                                     ),
+
+                              EmpiricalStandardDeviation = SIMP ( statut = "o",
+                                                                  typ = 'TXM',
+                                                                  into = ( 'yes', 'no' ),
+                                                                  defaut = 'yes',
+                                                                  max = 1,
+                                                                  fr = "Ecart-type empirique",
+                                                                  ang = "Empirical standard deviation",
+                                                                  ),
+
+                              EmpiricalQuantile = SIMP ( statut = "o",
+                                                         typ = 'TXM',
+                                                         into = ( 'yes', 'no' ),
+                                                         defaut = 'yes',
+                                                         max = 1,
+                                                         fr = "Quantile empirique",
+                                                         ang = "Empirical quantile",
+                                                         ),
+
+                              EmpiricalQuantileSettings = BLOC ( condition = " EmpiricalQuantile in ( 'yes', ) ",
+
+                                  EmpiricalQuantile_Order = SIMP ( statut = "o",
+                                                                   typ = 'R',
+                                                                   defaut = 0.95,
+                                                                   max = 1,
+                                                                   val_min = 0.0,
+                                                                   val_max = 1.0,
+                                                                   fr = "Ordre du quantile empirique",
+                                                                   ang = "Empirical quantile order",
+                                                                   ),
+
+                              ), # Fin BLOC EmpiricalQuantileSettings
+
+                              CorrelationAnalysis = SIMP ( statut = "o",
+                                                            typ = 'TXM',
+                                                            into = ( 'yes', 'no' ),
+                                                            defaut = 'yes',
+                                                            max = 1,
+                                                            fr = "Correlations analysees",
+                                                            ang = "Analysed correlations",
+                                                            ),
+
+                              KernelSmoothing = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Kernel smoothing de l'echantillon",
+                                                       ang = "Kernel smoothing of the sample",
+                                                       ),
+
+                              KernelSmoothingSettings = BLOC ( condition = " KernelSmoothing in ( 'yes', ) ",
+
+                                     KernelSmoothingDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique de la reconstruction a noyau",
+                                                                              ang = "Kernel Smoothing Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC KernelSmoothingSettings
+                                      
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC RandomSamplingSettings
+
+  ), # Fin BLOC CentralUncertainty
+
+
+
+
+  ThresholdExceedence = BLOC ( condition = " Type in ( 'Threshold Exceedence', ) ",
+
+         Event =  FACT ( statut = "o",
+                         min = 1,
+                         max = 1,
+
+                         Threshold = SIMP ( statut = "o",
+                                            typ = "R",
+                                            max = 1,
+                                            fr = "Le seuil de defaillance",
+                                            ang = "Failure threshold",
+                                            ),
+
+                         ComparisonOperator = SIMP ( statut = "o",
+                                                     typ = "TXM",
+                                                     max = 1,
+                                                     into = ( "Less", "LessOrEqual", "Equal", "GreaterOrEqual", "Greater" ),
+                                                     fr = "Que faut-il ne pas depasser : un maximum ou un minimum",
+                                                     ang = "What is the failure threshold : maximum or minimum",
+                                                     ),
+         ), # Fin FACT Event
+                         
+
+         Method = SIMP ( statut = "o",
+                         typ = "TXM",
+                         into = ( "Simulation", "FORM_SORM" ),
+                         fr = "Methode",
+                         ang = "Method",
+                         ),
+
+         SimulationSettings = BLOC ( condition = " Method in ( 'Simulation', ) ",
+
+               Algorithm = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "MonteCarlo", "LHS", "ImportanceSampling" ),
+                                  fr = "Algorithme de simulation",
+                                  ang = "Simulation algorithm",
+                                  ),
+
+                                 
+               RandomGenerator = FACT ( statut = "o",
+                                        min = 1,
+                                        max = 1,
+
+                           SeedToBeSet = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'no',
+                                                max = 1,
+                                                fr = "La racine du generateur aleatoire doit-elle etre positionnee ?",
+                                                ang = "Does the random generator seed need to be set ?",
+                                                ),
+
+                           SeedSettings = BLOC ( condition = " SeedToBeSet in ( 'yes', ) ",
+
+                                                 RandomGeneratorSeed = SIMP ( statut = "o",
+                                                                              typ = "I",
+                                                                              max = 1,
+                                                                              fr = "Racine du generateur aleatoire",
+                                                                              ang = "Random generator seed",
+                                                                              ),
+
+                                               ), # Fin BLOC SeedSettings
+
+               ), # Fin FACT RandomGenerator
+
+
+               BlockSize = SIMP ( statut = "o",
+                                  typ = "I",
+                                  max = 1,
+                                  val_min = 1,
+                                  defaut = 1,
+                                  fr = "Nombre de calculs realises en bloc",
+                                  ang = "Number of computations as a block",
+                                  ),
+
+               MaximumOuterSampling = SIMP ( statut = "o",
+                                             typ = "I",
+                                             max = 1,
+                                             val_min = 1,
+                                             fr = "Maximum d'iterations externes",
+                                             ang = "Maximum outer Sampling value",
+                                             ),
+
+               MaximumCoefficientOfVariation = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      defaut = 0.1,
+                                                      val_min = 0.0,
+                                                      val_max = 1.0,
+                                                      fr = "Coefficient de variation maximum",
+                                                      ang = "Maximum coefficient of variation"
+                                                      ),
+
+               ImportanceSamplingSettings = BLOC ( condition = " Algorithm in ( 'ImportanceSampling', ) ",
+
+                            MeanVector = SIMP ( statut = "o",
+                                                typ = "R",
+                                                max = "**",
+                                                fr = "Moyenne",
+                                                ang = "Mean vector",
+                                                ),
+
+
+               ), # Fin BLOC ImportanceSamplingSettings
+
+               Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    StandardDeviation = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Ecart type",
+                                         ang = "Standard deviation",
+                                         ),
+
+                    ConfidenceInterval = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Intervale de confiance",
+                                                ang = "Confidence interval",
+                                                ),
+
+                    ConfidenceIntervalSettings = BLOC ( condition = " ConfidenceInterval in ( 'yes', ) ",
+
+                          Level = SIMP ( statut = "o",
+                                         typ = 'R',
+                                         defaut = 0.9,
+                                         max = 1,
+                                         val_min = 0.0,
+                                         val_max = 1.0,
+                                         fr = "Niveau de confiance",
+                                         ang = "Confidence level",
+                                         ),
+                                                     
+                    ), # Fin BLOC ConfidenceIntervalSettings
+                               
+                    VariationCoefficient = SIMP ( statut = "o",
+                                                  typ = 'TXM',
+                                                  into = ( 'yes', 'no' ),
+                                                  defaut = 'yes',
+                                                  max = 1,
+                                                  fr = "Coefficient de variation",
+                                                  ang = "Coefficient of variation",
+                                                  ),
+
+                    SimulationsNumber = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Nombre d'iterations",
+                                             ang = "Iteration number",
+                                             ),
+
+                    ConvergenceGraph = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Graphe de convergence",
+                                             ang = "Convergence graph",
+                                             ),
+                               
+                    ConvergenceGraphSettings = BLOC ( condition = " ConvergenceGraph in ( 'yes', ) ",
+
+                                     ConvergenceDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique de la convergence",
+                                                                         ang = "Convergence Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC ConvergenceGraphSettings
+                                      
+             ), # Fin FACT Result
+                                                               
+
+
+         ), # Fin BLOC SimulationSettings
+
+
+                               
+         FORM_SORMSettings = BLOC ( condition = " Method in ( 'FORM_SORM', ) ",
+
+                Approximation = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       defaut = "FirstOrder",
+                                       into = ( "FirstOrder", "SecondOrder" ),
+                                       max = 1,
+                                       fr = "Approximation",
+                                       ang = "Approximation",
+                                       ),
+
+                OptimizationAlgorithm = SIMP ( statut = "o",
+                                               typ = "TXM",
+                                               defaut = "Cobyla",
+                                               into = ( "Cobyla", "AbdoRackwitz" ),
+                                               max = 1,
+                                               fr = "Methode d'optimisation",
+                                               ang = "Optimization method",
+                                               ),
+
+                                     
+                PhysicalStartingPoint = SIMP ( statut = "f",
+                                               typ = "R",
+                                               max = "**",
+                                               fr = "Point de demarrage de l'algorithme iteratif",
+                                               ang = "Initial point for iterative process",
+                                               ),
+
+                MaximumIterationsNumber = SIMP ( statut = "f",
+                                                 typ = "I",
+                                                 max = 1,
+                                                 val_min = 1,
+                                                 fr = "Nombre maximum d'iterations",
+                                                 ang = "Maximum number of iterations",
+                                                 ),
+
+                                     
+                MaximumAbsoluteError = SIMP ( statut = "o",
+                                              typ = "R",
+                                              max = 1,
+                                              defaut = 1E-4,
+                                              val_min = 0.0,
+                                              fr = "Distance maximum absolue entre 2 iterations successives",
+                                              ang = "Absolute maximum distance between 2 successive iterates",
+                                              ),
+
+                MaximumRelativeError = SIMP ( statut = "o",
+                                               typ = "R",
+                                               max = 1,
+                                               defaut = 1E-4,
+                                               val_min = 0.0,
+                                               fr = "Distance maximum relative entre 2 iterations successives",
+                                               ang = "Relative maximum distance between 2 successive iterates",
+                                               ),
+                                     
+                MaximumConstraintError = SIMP ( statut = "o",
+                                                typ = "R",
+                                                max = 1,
+                                                defaut = 1E-4,
+                                                val_min = 0.0,
+                                                fr = "Valeur maximum absolue de la fonction moins la valeur du niveau",
+                                                ang = "Maximum absolute value of the constraint function minus the level value",
+                                                ),
+
+                ImportanceSampling = SIMP ( statut = "o",
+                                            typ = 'TXM',
+                                            into = ( 'yes', 'no' ),
+                                            defaut = 'no',
+                                            max = 1,
+                                            fr = "Tirage d'importance au point de conception",
+                                            ang = "Importance sampling at design point",
+                                            ),
+
+                FORMResult = BLOC ( condition = " Approximation in ( 'FirstOrder', ) ",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    HasoferReliabilityIndex = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Indice de fiabilite",
+                                                 ang = "Reliability index",
+                                                 ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'yes',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "Importance factor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            FORMEventProbabilitySensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            FORMEventProbabilitySensitivitySettings = BLOC ( condition = " FORMEventProbabilitySensitivity in ( 'yes', ) ",
+
+                                     FORMEventProbabilitySensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FORMEventProbabilitySensitivitySettings
+                                      
+                            HasoferReliabilityIndexSensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            HasoferReliabilityIndexSensitivitySettings = BLOC ( condition = " HasoferReliabilityIndexSensitivity in ( 'yes', ) ",
+
+                                     HasoferReliabilityIndexSensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FHasoferReliabilityIndexSensitivitySettings
+                                      
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC FORMResult
+
+
+                SORMResult = BLOC ( condition = " Approximation in ( 'SecondOrder', ) ",
+
+
+                    TvedtApproximation = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Approximation de Tvedt",
+                                                ang = "Tvedt approximation",
+                                                ),
+
+                    HohenBichlerApproximation = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Approximation de HohenBichler",
+                                                       ang = "HohenBichler approximation",
+                                                       ),
+
+                    BreitungApproximation = SIMP ( statut = "o",
+                                                   typ = 'TXM',
+                                                   into = ( 'yes', 'no' ),
+                                                   defaut = 'yes',
+                                                   max = 1,
+                                                   fr = "Approximation de Breitung",
+                                                   ang = "Breitung approximation",
+                                                   ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'yes',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "Importance factor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                     ImportanceFactorDrawingFilename = SIMP ( statut = "o",
+                                                                              typ = "TXM",
+                                                                              max = 1,
+                                                                              fr = "Nom du fichier graphique des facteurs d'importance",
+                                                                              ang = "Importance Factor Drawing Filename",
+                                                                              ),
+                                                                             
+
+                              ), # Fin BLOC ImportanceFactorSettings
+                                      
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            HasoferReliabilityIndexSensitivity = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'yes',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+                                                                 
+                            HasoferReliabilityIndexSensitivitySettings = BLOC ( condition = " HasoferReliabilityIndexSensitivity in ( 'yes', ) ",
+
+                                     HasoferReliabilityIndexSensitivityDrawingFilename = SIMP ( statut = "o",
+                                                                         typ = "TXM",
+                                                                         max = 1,
+                                                                         fr = "Nom du fichier graphique des sensibilites",
+                                                                         ang = "Sensitivity Drawing Filename",
+                                                                         ),
+                                                                             
+
+                              ), # Fin BLOC FHasoferReliabilityIndexSensitivitySettings
+                                      
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC SecondOrder
+
+
+                                     
+        ), # Fin BLOC FORM_SORMSettings
+
+
+                               
+  ), # Fin BLOC ThresholdExceedence
+
+
+
+) # Fin PROC CRITERIA
+# Ordre Catalogue CRITERIA
+
+
+
+
+
+
+
index bf1334a69547c0b0d553b8cead3e6d00a0714c23..c265b4c30f24961920eae9ee01f7111382930a03 100644 (file)
@@ -5,9 +5,6 @@ rep_cata=os.getcwd()
 
 catalogues = (
 # (code,version,catalogue,formatIn,formatOut)
-  #('OPENTURNS_WRAPPER','V1',os.path.join(rep_cata,'OpenTURNS_Cata_Wrapper_V1.py'),'openturns_wrapper','wrapper'),
-  ('OPENTURNS_STUDY','V6',os.path.join(rep_cata,'OpenTURNS_Cata_Study_V6.py'),'openturns_study','wrapper'),
-  #('OPENTURNS_STUDY','V4',os.path.join(rep_cata,'OpenTURNS_Cata_Study_VPN.py'),'openturns_study','wrapper'),
-  #('OPENTURNS','Wrapper',os.path.join(rep_cata,'OpenTURNS_Cata_Wrapper_V1.py'),'openturns'),
+  ('OPENTURNS_STUDY','V8',os.path.join(rep_cata,'OpenTURNS_Cata_Study_V8.py'),'openturns_study','wrapper'),
 )
 
index ead80af558a87e799305d24ffeabe44080d8a3e2..f25c773c2327f34f8ffc1131c5a3cc2936de146b 100644 (file)
@@ -130,6 +130,9 @@ class STDGenerateur :
       "marginal" : "marginal",
       "collection" : "collection",
       "copula" : "copula",
+      "correlation" : "correlation",
+      "R" : "R",
+      "vars" : "vars",
       "description" : "description",
       "inputRandomVector" : "inputRandomVector",
       "outputRandomVector" : "outputRandomVector",
@@ -273,10 +276,10 @@ class STDGenerateur :
       
     txt  = "# Charge le modele physique\n"
     txt  = "%s = WrapperFile( '%s' )\n" % (self.variable["wrapper"], name)
+    txt += "%s = %s.getWrapperData()\n" % (self.variable["wrapperdata"], self.variable["wrapper"])
 
     txt += "# Ces lignes sont utiles pour le fonctionnement du script sous Salome\n"
     txt += "if globals().has_key('%s'):\n" % self.variable["framework"]
-    txt += "  %s = %s.getWrapperData()\n" % (self.variable["wrapperdata"], self.variable["wrapper"])
     txt += "  %s = %s.getFrameworkData()\n" % (self.variable["frameworkdata"], self.variable["wrapperdata"])
     txt += "  %s.studyid_ = %s['%s']\n"  % (self.variable["frameworkdata"], self.variable["framework"], self.variable["studyid"])
     txt += "  %s.studycase_ = %s['%s']\n"  % (self.variable["frameworkdata"], self.variable["framework"], self.variable["studycase"])
@@ -369,7 +372,21 @@ class STDGenerateur :
     Cree la copule de la loi jointe
     '''
     txt  = "# Definit la copule de la loi jointe\n"
-    txt += "%s = IndependentCopula( %s )\n" % (self.variable["copula"], self.variable["n"])
+
+    if ( self.DictMCVal.has_key( 'Copula' ) ):
+      if ( self.DictMCVal[ 'Copula' ] in ( 'Independent', ) ):
+        txt += "%s = IndependentCopula( %s )\n" % (self.variable["copula"], self.variable["n"])
+      elif ( self.DictMCVal[ 'Copula' ] in ( 'Normal', ) ):
+        varList   = self.DictMCVal[ 'CorrelationMatrix' ][0]
+        dimension = len(varList)
+        txt += "%s = {}\n" % self.variable["correlation"]
+        for i in range( dimension ):
+          txt += "%s['%s'] = {}\n" % (self.variable["correlation"], varList[i])
+          for j in range ( dimension ):
+            txt += "%s['%s']['%s'] = %g\n" % (self.variable["correlation"], varList[i], varList[j], self.DictMCVal[ 'CorrelationMatrix' ][i+1][j])
+        txt += "%s = getCorrelationMatrixFromMap( %s.getVariableList(), %s )\n" % (self.variable["R"], self.variable["wrapperdata"], self.variable["correlation"])
+        txt += "%s = NormalCopula( %s )\n" % (self.variable["copula"], self.variable["R"])
+
     txt += "\n"
     return txt
 
@@ -511,13 +528,13 @@ class STDGenerateur :
     if ( self.DictMCVal.has_key( 'MeanFirstOrder' ) ):
       if ( self.DictMCVal[ 'MeanFirstOrder' ] == "yes" ):
         txt += "%s = %s.getMeanFirstOrder()\n" % (self.variable["meanFirstOrder"], self.variable["myQuadraticCumul"])
-        txt += "print '%s = ', %s\n" % ("meanFirstOrder", self.variable["meanFirstOrder"])
+        txt += "print '%s = ', %s\n" % ("mean First Order", self.variable["meanFirstOrder"])
         txt += "\n"
        
     if ( self.DictMCVal.has_key( 'MeanSecondOrder' ) ):
       if ( self.DictMCVal[ 'MeanSecondOrder' ] == "yes" ):
         txt += "%s = %s.getMeanSecondOrder()\n" % (self.variable["meanSecondOrder"], self.variable["myQuadraticCumul"])
-        txt += "print '%s = ', %s\n" % ("meanSecondOrder", self.variable["meanSecondOrder"])
+        txt += "print '%s = ', %s\n" % ("mean Second Order", self.variable["meanSecondOrder"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'StandardDeviationFirstOrder' ) ):
@@ -526,7 +543,7 @@ class STDGenerateur :
         txt += "dim = %s.getDimension()\n" % self.variable["standardDeviationFirstOrder"]
         txt += "for i in range( dim ):\n"
         txt += "  %s[ i, i ] = math.sqrt( %s[ i, i ] )\n" % (self.variable["standardDeviationFirstOrder"], self.variable["standardDeviationFirstOrder"])
-        txt += "print '%s = ', %s\n" % ("standardDeviationFirstOrder", self.variable["standardDeviationFirstOrder"])
+        txt += "  print '%s = ', %s[ i, i ]\n" % ("standard Deviation First Order", self.variable["standardDeviationFirstOrder"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'ImportanceFactor' ) ):
@@ -564,7 +581,7 @@ class STDGenerateur :
     if ( self.DictMCVal.has_key( 'EmpiricalMean' ) ):
       if ( self.DictMCVal[ 'EmpiricalMean' ] == "yes" ):
         txt += "%s = %s.computeMean()\n" % (self.variable["empiricalMean"], self.variable["outputSample"])
-        txt += "print '%s =', %s\n" % ("empiricalMean", self.variable["empiricalMean"])
+        txt += "print '%s =', %s[0]\n" % ("empirical Mean", self.variable["empiricalMean"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'EmpiricalStandardDeviation' ) ):
@@ -573,13 +590,13 @@ class STDGenerateur :
         txt += "dim = %s.getDimension()\n" % self.variable["empiricalStandardDeviation"]
         txt += "for i in range( dim ):\n"
         txt += "  %s[ i, i ] = math.sqrt( %s[ i, i ] )\n" % (self.variable["empiricalStandardDeviation"], self.variable["empiricalStandardDeviation"])
-        txt += "print '%s = ', %s\n" % ("empiricalStandardDeviation", self.variable["empiricalStandardDeviation"])
+        txt += "  print '%s = ', %s[ i, i ]\n" % ("empirical Standard Deviation", self.variable["empiricalStandardDeviation"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'EmpiricalQuantile_Order' ) ):
       ordre = self.DictMCVal[ 'EmpiricalQuantile_Order' ]
       txt += "%s = %s.computeQuantile( %s )\n" % (self.variable["empiricalQuantile"], self.variable["outputSample"], ordre)
-      txt += "print '%s ( %s ) =', %s\n" % ("empiricalQuantile", ordre, self.variable["empiricalQuantile"])
+      txt += "print '%s ( %s ) =', %s\n" % ("empirical Quantile", ordre, self.variable["empiricalQuantile"])
       txt += "\n"
    
     if ( self.DictMCVal.has_key( 'CorrelationAnalysis' ) ):
@@ -697,7 +714,7 @@ class STDGenerateur :
     if ( self.DictMCVal.has_key( 'StandardDeviation' ) ):
       if ( self.DictMCVal[ 'StandardDeviation' ] == "yes" ):
         txt += "%s = math.sqrt( %s.getProbabilityEstimate() )\n" % (self.variable["standardDeviation"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("standardDeviation", self.variable["standardDeviation"])
+        txt += "print '%s =', %s\n" % ("standard Deviation", self.variable["standardDeviation"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'ConfidenceInterval' ) and self.DictMCVal.has_key( 'Probability' ) ):
@@ -710,13 +727,13 @@ class STDGenerateur :
     if ( self.DictMCVal.has_key( 'VariationCoefficient' ) ):
       if ( self.DictMCVal[ 'VariationCoefficient' ] == "yes" ):
         txt += "%s = %s.getCoefficientOfVariation()\n" % (self.variable["coefficientOfVariation"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("coefficientOfVariation", self.variable["coefficientOfVariation"])
+        txt += "print '%s =', %s\n" % ("coefficient of Variation", self.variable["coefficientOfVariation"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'SimulationsNumber' ) ):
       if ( self.DictMCVal[ 'SimulationsNumber' ] == "yes" ):
         txt += "%s = %s.getOuterSampling()\n" % (self.variable["simulationNumbers"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("simulationNumbers", self.variable["simulationNumbers"])
+        txt += "print '%s =', %s\n" % ("simulation Numbers", self.variable["simulationNumbers"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'ConvergenceGraph' ) and self.DictMCVal.has_key( 'ConfidenceInterval' ) ):
@@ -837,19 +854,20 @@ class STDGenerateur :
     if ( self.DictMCVal.has_key( 'HasoferReliabilityIndex' ) ):
       if ( self.DictMCVal[ 'HasoferReliabilityIndex' ] == "yes" ):
         txt += "%s = %s.getHasoferReliabilityIndex()\n" % (self.variable["hasoferReliabilityIndex"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("hasoferReliabilityIndex", self.variable["hasoferReliabilityIndex"])
+        txt += "print '%s =', %s\n" % ("hasofer Reliability Index", self.variable["hasoferReliabilityIndex"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'DesignPoint' ) ):
       if ( self.DictMCVal[ 'DesignPoint' ] == "yes" ):
         txt += "%s = %s.getStandardSpaceDesignPoint()\n" % (self.variable["standardSpaceDesignPoint"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("standardSpaceDesignPoint", self.variable["standardSpaceDesignPoint"])
+        txt += "print '%s =', %s\n" % ("standard Space Design Point", self.variable["standardSpaceDesignPoint"])
         txt += "%s = %s.getPhysicalSpaceDesignPoint()\n" % (self.variable["physicalSpaceDesignPoint"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("physicalSpaceDesignPoint", self.variable["physicalSpaceDesignPoint"])
+        txt += "print '%s =', %s\n" % ("physical Space Design Point", self.variable["physicalSpaceDesignPoint"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'ImportanceFactor' ) ):
       if ( self.DictMCVal[ 'ImportanceFactor' ] == "yes" ):
+        txt += "print 'Importance Factors:'\n"
         txt += "%s = %s.getImportanceFactors()\n" % (self.variable["importanceFactors"], self.variable["myResult"])
         txt += "for i in range(%s.getDimension()):\n" % self.variable["importanceFactors"]
         txt += "  print %s.getDescription()[i], ':', %s[i]*100., '%%'\n" % (self.variable["distribution"], self.variable["importanceFactors"])
@@ -902,19 +920,19 @@ class STDGenerateur :
     if ( self.DictMCVal.has_key( 'TvedtApproximation' ) ):
       if ( self.DictMCVal[ 'TvedtApproximation' ] == "yes" ):
         txt += "%s = %s.getEventProbabilityTvedt()\n" % (self.variable["tvedtApproximation"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("tvedtApproximation", self.variable["tvedtApproximation"])
+        txt += "print '%s =', %s\n" % ("Tvedt Approximation", self.variable["tvedtApproximation"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'HohenBichlerApproximation' ) ):
       if ( self.DictMCVal[ 'HohenBichlerApproximation' ] == "yes" ):
         txt += "%s = %s.getEventProbabilityHohenBichler()\n" % (self.variable["hohenBichlerApproximation"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("hohenBichlerApproximation", self.variable["tvedtApproximation"])
+        txt += "print '%s =', %s\n" % ("HohenBichler Approximation", self.variable["tvedtApproximation"])
         txt += "\n"
 
     if ( self.DictMCVal.has_key( 'BreitungApproximation' ) ):
       if ( self.DictMCVal[ 'BreitungApproximation' ] == "yes" ):
         txt += "%s = %s.getEventProbabilityBreitung()\n" % (self.variable["breitungApproximation"], self.variable["myResult"])
-        txt += "print '%s =', %s\n" % ("breitungApproximation", self.variable["breitungApproximation"])
+        txt += "print '%s =', %s\n" % ("Breitung Approximation", self.variable["breitungApproximation"])
         txt += "\n"
 
 
@@ -988,11 +1006,7 @@ class STDGenerateur :
     for i in range(dimension):
       txt += "%s[%d] = %g\n" % (self.variable["meanVector"], i, meanVector[i])
       
-    if ( self.DictMCVal.has_key( 'Correlation' ) ):
-      if ( self.DictMCVal[ 'Correlation' ] in ( 'Independent', ) ):
-        txt += "%s = Normal( %s, CovarianceMatrix( IdentityMatrix( %s ) ) )\n" % (self.variable["importanceDensity"], self.variable["meanVector"], self.variable["n"])
-      elif ( self.DictMCVal[ 'Correlation' ] in ( 'Linear', ) ):
-        txt += "# Linear correlation not yet implemented\n"
+    txt += "%s = Normal( %s, CovarianceMatrix( IdentityMatrix( %s ) ) )\n" % (self.variable["importanceDensity"], self.variable["meanVector"], self.variable["n"])
     txt += "%s = ImportanceSampling( %s, Distribution( %s ) )\n"  % (self.variable["myAlgo"], self.variable["myEvent"], self.variable["importanceDensity"])
     txt += "\n"
 
@@ -1041,9 +1055,9 @@ class STDGenerateur :
         txt += "%s = %s.getGradientCallsNumber() - %s\n" % (self.variable["modelGradientCalls"], self.variable["model"], self.variable["modelGradientCalls"])
         txt += "%s = %s.getHessianCallsNumber() - %s\n" % (self.variable["modelHessianCalls"], self.variable["model"], self.variable["modelHessianCalls"])
         txt += "\n"
-        txt += "print '%s =', %s\n" % ("modelEvaluationCalls", self.variable["modelEvaluationCalls"])
-        txt += "print '%s =', %s\n" % ("modelGradientCalls", self.variable["modelGradientCalls"])
-        txt += "print '%s =', %s\n" % ("modelHessianCalls", self.variable["modelHessianCalls"])
+        txt += "print '%s =', %s\n" % ("model Evaluation Calls", self.variable["modelEvaluationCalls"])
+        txt += "print '%s =', %s\n" % ("model Gradient Calls", self.variable["modelGradientCalls"])
+        txt += "print '%s =', %s\n" % ("model Hessian Calls", self.variable["modelHessianCalls"])
         txt += "\n"
 
     return txt